Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002724

The MH-36 locality cells most similar to this Parbhani cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.377

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004116

distance 0.377

#2 · Washimcell 4990003025

distance 0.386 · cross-district

#3 · Buldhanacell 4720005681

distance 0.397 · cross-district

#4 · Buldhanacell 4720005757

distance 0.413 · cross-district

#5 · Jalgaoncell 4780006138

distance 0.439 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690002379

distance 0.44 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690002889

distance 0.458 · cross-district

#8 · Nashikcell 4870006626

distance 0.464 · cross-district

#9 · Jalgaoncell 4780005989

distance 0.472 · cross-district

#10 · Buldhanacell 4720007872

distance 0.484 · cross-district

#11 · Chandrapurcell 4730001502

distance 0.494 · cross-district

#12 · Kolhapurcell 4800004021

distance 0.495 · cross-district

#13 · Nandedcell 4850000591

distance 0.496 · cross-district

#14 · Nandedcell 4850004671

distance 0.506 · cross-district

#15 · Amravaticell 4680006434

distance 0.506 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690004359

distance 0.513 · cross-district

#17 · Amravaticell 4680000416

distance 0.513 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003306

distance 0.517 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":489,"cluster_id":4890002724}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.