Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001412

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001530

distance 0.192

#2 · Hingolicell 4770001584

distance 0.207

#3 · Hingolicell 4770000823

distance 0.213

#4 · Hingolicell 4770000436

distance 0.234

#5 · Yavatmalcell 5000002117

distance 0.236 · cross-district

#6 · Hingolicell 4770001585

distance 0.241

#7 · Hingolicell 4770000545

distance 0.243

#8 · Hingolicell 4770000066

distance 0.246

#9 · Hingolicell 4770001555

distance 0.247

#10 · Nandedcell 4850006674

distance 0.249 · cross-district

#11 · Yavatmalcell 5000001225

distance 0.25 · cross-district

#12 · Yavatmalcell 5000001285

distance 0.253 · cross-district

#13 · Nandedcell 4850006892

distance 0.253 · cross-district

#14 · Hingolicell 4770000127

distance 0.253

#15 · Yavatmalcell 5000002524

distance 0.254 · cross-district

#16 · Hingolicell 4770001477

distance 0.254

#17 · Hingolicell 4770000327

distance 0.257

#18 · Yavatmalcell 5000000957

distance 0.258 · 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":477,"cluster_id":4770001412}}}'

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.