Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003071

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

0.072

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003240

distance 0.072

#2 · Hingolicell 4770002620

distance 0.074

#3 · Hingolicell 4770003157

distance 0.079

#4 · Hingolicell 4770003239

distance 0.079

#5 · Hingolicell 4770003238

distance 0.08

#6 · Hingolicell 4770003156

distance 0.084

#7 · Hingolicell 4770002615

distance 0.086

#8 · Hingolicell 4770002684

distance 0.088

#9 · Hingolicell 4770003068

distance 0.088

#10 · Hingolicell 4770002477

distance 0.089

#11 · Hingolicell 4770003152

distance 0.091

#12 · Hingolicell 4770003158

distance 0.091

#13 · Parbhanicell 4890005085

distance 0.094 · cross-district

#14 · Hingolicell 4770002838

distance 0.095

#15 · Parbhanicell 4890005005

distance 0.1 · cross-district

#16 · Hingolicell 4770003233

distance 0.1

#17 · Hingolicell 4770002914

distance 0.101

#18 · Parbhanicell 4890004953

distance 0.101 · 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":4770003071}}}'

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.