Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005352

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006567

distance 0.141

#2 · Chandrapurcell 4730006566

distance 0.152

#3 · Chandrapurcell 4730006558

distance 0.19

#4 · Chandrapurcell 4730006652

distance 0.198

#5 · Chandrapurcell 4730006332

distance 0.212

#6 · Chandrapurcell 4730006681

distance 0.223

#7 · Chandrapurcell 4730004916

distance 0.238

#8 · Chandrapurcell 4730005009

distance 0.242

#9 · Chandrapurcell 4730006451

distance 0.246

#10 · Yavatmalcell 5000003536

distance 0.251 · cross-district

#11 · Bhandaracell 4710000778

distance 0.254 · cross-district

#12 · Chandrapurcell 4730005546

distance 0.264

#13 · Chandrapurcell 4730006335

distance 0.266

#14 · Chandrapurcell 4730004913

distance 0.266

#15 · Yavatmalcell 5000004573

distance 0.281 · cross-district

#16 · Chandrapurcell 4730000133

distance 0.284

#17 · Chandrapurcell 4730004729

distance 0.285

#18 · Chandrapurcell 4730007949

distance 0.29

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":4730005352}}}'

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.