Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003067

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.112

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005314

distance 0.112 · cross-district

#2 · Hingolicell 4770002989

distance 0.136

#3 · Parbhanicell 4890005195

distance 0.144 · cross-district

#4 · Hingolicell 4770003321

distance 0.148

#5 · Hingolicell 4770002144

distance 0.15

#6 · Parbhanicell 4890005122

distance 0.15 · cross-district

#7 · Parbhanicell 4890005372

distance 0.154 · cross-district

#8 · Hingolicell 4770003458

distance 0.157

#9 · Hingolicell 4770003242

distance 0.16

#10 · Hingolicell 4770002835

distance 0.161

#11 · Parbhanicell 4890005370

distance 0.163 · cross-district

#12 · Hingolicell 4770002477

distance 0.164

#13 · Hingolicell 4770003078

distance 0.166

#14 · Hingolicell 4770002915

distance 0.168

#15 · Hingolicell 4770002685

distance 0.169

#16 · Hingolicell 4770003234

distance 0.17

#17 · Hingolicell 4770003381

distance 0.171

#18 · Hingolicell 4770003157

distance 0.172

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":4770003067}}}'

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.