Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003147

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

0.033

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003373

distance 0.033

#2 · Hingolicell 4770003442

distance 0.046

#3 · Hingolicell 4770003371

distance 0.102

#4 · Hingolicell 4770002982

distance 0.114

#5 · Hingolicell 4770002911

distance 0.13

#6 · Hingolicell 4770003225

distance 0.134

#7 · Hingolicell 4770003141

distance 0.142

#8 · Parbhanicell 4890005089

distance 0.145 · cross-district

#9 · Parbhanicell 4890005261

distance 0.157 · cross-district

#10 · Hingolicell 4770003443

distance 0.158

#11 · Hingolicell 4770003227

distance 0.163

#12 · Hingolicell 4770003056

distance 0.17

#13 · Hingolicell 4770002983

distance 0.171

#14 · Amravaticell 4680001807

distance 0.182 · cross-district

#15 · Amravaticell 4680002118

distance 0.185 · cross-district

#16 · Amravaticell 4680002005

distance 0.186 · cross-district

#17 · Amravaticell 4680001591

distance 0.187 · cross-district

#18 · Parbhanicell 4890005078

distance 0.189 · 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":4770003147}}}'

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.