Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000984

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001051

distance 0.257

#2 · Parbhanicell 4890001537

distance 0.277

#3 · Parbhanicell 4890001243

distance 0.28

#4 · Parbhanicell 4890000811

distance 0.283

#5 · Parbhanicell 4890000976

distance 0.295

#6 · Chhatrapati Sambhajinagarcell 4690007720

distance 0.301 · cross-district

#7 · Parbhanicell 4890001349

distance 0.338

#8 · Parbhanicell 4890001285

distance 0.344

#9 · Nandedcell 4850004797

distance 0.344 · cross-district

#10 · Parbhanicell 4890001461

distance 0.35

#11 · Jalgaoncell 4780009515

distance 0.351 · cross-district

#12 · Parbhanicell 4890001178

distance 0.353

#13 · Chandrapurcell 4730005899

distance 0.354 · cross-district

#14 · Parbhanicell 4890000815

distance 0.355

#15 · Parbhanicell 4890001557

distance 0.356

#16 · Jalgaoncell 4780000916

distance 0.36 · cross-district

#17 · Beedcell 4700008969

distance 0.362 · cross-district

#18 · Yavatmalcell 5000001939

distance 0.362 · 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":4890000984}}}'

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.