Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000154

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

0.073

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000194

distance 0.073

#2 · Hingolicell 4770000058

distance 0.103

#3 · Parbhanicell 4890002365

distance 0.104 · cross-district

#4 · Hingolicell 4770000275

distance 0.11

#5 · Hingolicell 4770000105

distance 0.111

#6 · Hingolicell 4770000087

distance 0.111

#7 · Parbhanicell 4890001698

distance 0.113 · cross-district

#8 · Hingolicell 4770000062

distance 0.12

#9 · Hingolicell 4770000189

distance 0.12

#10 · Hingolicell 4770000231

distance 0.124

#11 · Parbhanicell 4890001961

distance 0.128 · cross-district

#12 · Hingolicell 4770000131

distance 0.13

#13 · Hingolicell 4770000038

distance 0.131

#14 · Parbhanicell 4890001777

distance 0.135 · cross-district

#15 · Hingolicell 4770000779

distance 0.135

#16 · Hingolicell 4770000652

distance 0.141

#17 · Hingolicell 4770002199

distance 0.142

#18 · Hingolicell 4770000270

distance 0.142

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":4770000154}}}'

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.