Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002020

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

0.052

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002344

distance 0.052

#2 · Hingolicell 4770002912

distance 0.059

#3 · Parbhanicell 4890005166

distance 0.074 · cross-district

#4 · Parbhanicell 4890005233

distance 0.08 · cross-district

#5 · Hingolicell 4770002485

distance 0.09

#6 · Parbhanicell 4890005126

distance 0.091 · cross-district

#7 · Hingolicell 4770002616

distance 0.092

#8 · Hingolicell 4770003239

distance 0.092

#9 · Parbhanicell 4890005045

distance 0.092 · cross-district

#10 · Parbhanicell 4890005005

distance 0.094 · cross-district

#11 · Hingolicell 4770002614

distance 0.096

#12 · Parbhanicell 4890004953

distance 0.1 · cross-district

#13 · Parbhanicell 4890004993

distance 0.103 · cross-district

#14 · Parbhanicell 4890005085

distance 0.104 · cross-district

#15 · Hingolicell 4770003314

distance 0.104

#16 · Hingolicell 4770003384

distance 0.111

#17 · Parbhanicell 4890004991

distance 0.111 · cross-district

#18 · Hingolicell 4770003233

distance 0.112

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":4770002020}}}'

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.