Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003681

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990000632

distance 0.141 · cross-district

#2 · Washimcell 4990000774

distance 0.146 · cross-district

#3 · Yavatmalcell 5000005004

distance 0.151 · cross-district

#4 · Hingolicell 4770003736

distance 0.158

#5 · Washimcell 4990002494

distance 0.158 · cross-district

#6 · Washimcell 4990000069

distance 0.166 · cross-district

#7 · Washimcell 4990000174

distance 0.172 · cross-district

#8 · Washimcell 4990000775

distance 0.175 · cross-district

#9 · Hingolicell 4770003784

distance 0.177

#10 · Washimcell 4990000209

distance 0.178 · cross-district

#11 · Washimcell 4990002756

distance 0.182 · cross-district

#12 · Washimcell 4990001048

distance 0.186 · cross-district

#13 · Washimcell 4990001031

distance 0.186 · cross-district

#14 · Yavatmalcell 5000001693

distance 0.189 · cross-district

#15 · Washimcell 4990003014

distance 0.19 · cross-district

#16 · Washimcell 4990000482

distance 0.197 · cross-district

#17 · Yavatmalcell 5000001184

distance 0.198 · cross-district

#18 · Yavatmalcell 5000002113

distance 0.199 · 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":4770003681}}}'

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.