Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007259

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.018

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007258

distance 0.018

#2 · Chandrapurcell 4730007145

distance 0.034

#3 · Chandrapurcell 4730007358

distance 0.086

#4 · Chandrapurcell 4730007488

distance 0.095

#5 · Chandrapurcell 4730007376

distance 0.098

#6 · Chandrapurcell 4730007374

distance 0.102

#7 · Chandrapurcell 4730007375

distance 0.102

#8 · Chandrapurcell 4730007489

distance 0.104

#9 · Chandrapurcell 4730007373

distance 0.108

#10 · Chandrapurcell 4730007360

distance 0.113

#11 · Chandrapurcell 4730007356

distance 0.115

#12 · Chandrapurcell 4730009198

distance 0.117

#13 · Chandrapurcell 4730007470

distance 0.119

#14 · Chandrapurcell 4730007602

distance 0.122

#15 · Chandrapurcell 4730008615

distance 0.122

#16 · Chandrapurcell 4730008693

distance 0.122

#17 · Chandrapurcell 4730007490

distance 0.122

#18 · Gadchirolicell 4750009918

distance 0.124 · 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":473,"cluster_id":4730007259}}}'

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.