Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003943

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.271

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003540

distance 0.271

#2 · Chandrapurcell 4730003942

distance 0.289

#3 · Buldhanacell 4720004482

distance 0.353 · cross-district

#4 · Yavatmalcell 5000005661

distance 0.366 · cross-district

#5 · Chandrapurcell 4730004315

distance 0.37

#6 · Yavatmalcell 5000001665

distance 0.375 · cross-district

#7 · Gadchirolicell 4750010586

distance 0.385 · cross-district

#8 · Chandrapurcell 4730006428

distance 0.388

#9 · Jalgaoncell 4780006661

distance 0.389 · cross-district

#10 · Gadchirolicell 4750001401

distance 0.391 · cross-district

#11 · Buldhanacell 4720008337

distance 0.394 · cross-district

#12 · Chandrapurcell 4730001828

distance 0.397

#13 · Yavatmalcell 5000004996

distance 0.402 · cross-district

#14 · Yavatmalcell 5000002234

distance 0.403 · cross-district

#15 · Jalgaoncell 4780007891

distance 0.407 · cross-district

#16 · Chandrapurcell 4730002319

distance 0.41

#17 · Jalgaoncell 4780006490

distance 0.412 · cross-district

#18 · Chandrapurcell 4730002755

distance 0.413

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":4730003943}}}'

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.