Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004852

The MH-36 locality cells most similar to this Chandrapur 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

0.03

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004946

distance 0.03

#2 · Chandrapurcell 4730004758

distance 0.039

#3 · Chandrapurcell 4730004756

distance 0.044

#4 · Chandrapurcell 4730004850

distance 0.057

#5 · Chandrapurcell 4730006195

distance 0.057

#6 · Chandrapurcell 4730004945

distance 0.059

#7 · Chandrapurcell 4730004851

distance 0.062

#8 · Chandrapurcell 4730005849

distance 0.063

#9 · Chandrapurcell 4730006194

distance 0.064

#10 · Chandrapurcell 4730005963

distance 0.064

#11 · Chandrapurcell 4730004940

distance 0.065

#12 · Chandrapurcell 4730006198

distance 0.066

#13 · Chandrapurcell 4730005327

distance 0.066

#14 · Chandrapurcell 4730006425

distance 0.066

#15 · Chandrapurcell 4730005325

distance 0.067

#16 · Chandrapurcell 4730005964

distance 0.067

#17 · Chandrapurcell 4730006309

distance 0.068

#18 · Chandrapurcell 4730005634

distance 0.068

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":473,"cluster_id":4730004852}}}'

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.