Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002849

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 12 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.408

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004116

distance 0.408

#2 · Nandedcell 4850004671

distance 0.434 · cross-district

#3 · Solapurcell 4960005513

distance 0.475 · cross-district

#4 · Dharashivcell 4880002990

distance 0.478 · cross-district

#5 · Jalgaoncell 4780005337

distance 0.484 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690003306

distance 0.484 · cross-district

#7 · Kolhapurcell 4800004021

distance 0.509 · cross-district

#8 · Amravaticell 4680006434

distance 0.521 · cross-district

#9 · Buldhanacell 4720007872

distance 0.546 · cross-district

#10 · Dharashivcell 4880006012

distance 0.551 · cross-district

#11 · Jalgaoncell 4780005473

distance 0.551 · cross-district

#12 · Jalgaoncell 4780005334

distance 0.554 · cross-district

#13 · Washimcell 4990003025

distance 0.563 · cross-district

#14 · Amravaticell 4680002335

distance 0.563 · cross-district

#15 · Chandrapurcell 4730002576

distance 0.566 · cross-district

#16 · Nagpurcell 4840004177

distance 0.567 · cross-district

#17 · Jalgaoncell 4780005989

distance 0.568 · cross-district

#18 · Solapurcell 4960004603

distance 0.568 · 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":4890002849}}}'

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.