Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000882

The MH-36 locality cells most similar to this Hingoli 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990002063

distance 0.198 · cross-district

#2 · Washimcell 4990001510

distance 0.207 · cross-district

#3 · Hingolicell 4770003659

distance 0.209

#4 · Washimcell 4990000330

distance 0.211 · cross-district

#5 · Washimcell 4990001783

distance 0.212 · cross-district

#6 · Hingolicell 4770000280

distance 0.215

#7 · Washimcell 4990001199

distance 0.216 · cross-district

#8 · Washimcell 4990002737

distance 0.22 · cross-district

#9 · Nandedcell 4850000356

distance 0.22 · cross-district

#10 · Nandedcell 4850000720

distance 0.221 · cross-district

#11 · Washimcell 4990001392

distance 0.226 · cross-district

#12 · Jalnacell 4790000295

distance 0.226 · cross-district

#13 · Jalgaoncell 4780005068

distance 0.229 · cross-district

#14 · Washimcell 4990002566

distance 0.231 · cross-district

#15 · Yavatmalcell 5000001017

distance 0.233 · cross-district

#16 · Yavatmalcell 5000002796

distance 0.233 · cross-district

#17 · Akolacell 4670000456

distance 0.233 · cross-district

#18 · Hingolicell 4770001706

distance 0.235

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":477,"cluster_id":4770000882}}}'

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.