Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001384

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

0.03

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001294

distance 0.03

#2 · Chandrapurcell 4730001477

distance 0.061

#3 · Chandrapurcell 4730001288

distance 0.065

#4 · Chandrapurcell 4730001196

distance 0.079

#5 · Chandrapurcell 4730001478

distance 0.082

#6 · Chandrapurcell 4730001383

distance 0.087

#7 · Chandrapurcell 4730001386

distance 0.092

#8 · Chandrapurcell 4730001911

distance 0.099

#9 · Chandrapurcell 4730001380

distance 0.102

#10 · Chandrapurcell 4730003853

distance 0.104

#11 · Yavatmalcell 5000002220

distance 0.11 · cross-district

#12 · Yavatmalcell 5000002214

distance 0.112 · cross-district

#13 · Chandrapurcell 4730001658

distance 0.113

#14 · Yavatmalcell 5000002342

distance 0.113 · cross-district

#15 · Yavatmalcell 5000002469

distance 0.114 · cross-district

#16 · Chandrapurcell 4730001476

distance 0.114

#17 · Yavatmalcell 5000001986

distance 0.115 · cross-district

#18 · Yavatmalcell 5000002596

distance 0.115 · 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":4730001384}}}'

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.