Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004116

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 11 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 4890002724

distance 0.377

#2 · Washimcell 4990003025

distance 0.399 · cross-district

#3 · Parbhanicell 4890002849

distance 0.408

#4 · Amravaticell 4680000416

distance 0.423 · cross-district

#5 · Dharashivcell 4880006012

distance 0.432 · cross-district

#6 · Amravaticell 4680002335

distance 0.439 · cross-district

#7 · Amravaticell 4680006434

distance 0.447 · cross-district

#8 · Buldhanacell 4720007872

distance 0.463 · cross-district

#9 · Jalgaoncell 4780005334

distance 0.463 · cross-district

#10 · Buldhanacell 4720005757

distance 0.463 · cross-district

#11 · Jalgaoncell 4780005989

distance 0.465 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690002484

distance 0.467 · cross-district

#13 · Amravaticell 4680002614

distance 0.467 · cross-district

#14 · Sanglicell 4930000542

distance 0.472 · cross-district

#15 · Nandedcell 4850004671

distance 0.475 · cross-district

#16 · Akolacell 4670001920

distance 0.483 · cross-district

#17 · Nagpurcell 4840004177

distance 0.486 · cross-district

#18 · Buldhanacell 4720005681

distance 0.487 · 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":4890004116}}}'

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.