Bhārata Strata · Maharashtra · Gadchiroli · morphological twins

Places like cell 4750008421

The MH-36 locality cells most similar to this Gadchiroli 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 1 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.054

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750008476

distance 0.054

#2 · Gadchirolicell 4750007563

distance 0.071

#3 · Gadchirolicell 4750007503

distance 0.074

#4 · Gadchirolicell 4750008252

distance 0.079

#5 · Gadchirolicell 4750008248

distance 0.079

#6 · Gadchirolicell 4750008580

distance 0.083

#7 · Gadchirolicell 4750007697

distance 0.084

#8 · Gadchirolicell 4750007768

distance 0.085

#9 · Gadchirolicell 4750009686

distance 0.087

#10 · Gadchirolicell 4750007696

distance 0.088

#11 · Gadchirolicell 4750008878

distance 0.089

#12 · Gadchirolicell 4750010000

distance 0.089

#13 · Gadchirolicell 4750008417

distance 0.091

#14 · Gadchirolicell 4750008986

distance 0.092

#15 · Gadchirolicell 4750007916

distance 0.094

#16 · Gadchirolicell 4750009741

distance 0.096

#17 · Gadchirolicell 4750008584

distance 0.099

#18 · Gadchirolicell 4750009632

distance 0.101

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":475,"cluster_id":4750008421}}}'

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.