Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005682

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000006776

distance 0.237 · cross-district

#2 · Yavatmalcell 5000006509

distance 0.247 · cross-district

#3 · Chandrapurcell 4730006013

distance 0.288

#4 · Gondiacell 4760000102

distance 0.294 · cross-district

#5 · Yavatmalcell 5000006229

distance 0.296 · cross-district

#6 · Gondiacell 4760000266

distance 0.299 · cross-district

#7 · Yavatmalcell 5000006764

distance 0.303 · cross-district

#8 · Yavatmalcell 5000007140

distance 0.304 · cross-district

#9 · Bhandaracell 4710000383

distance 0.305 · cross-district

#10 · Yavatmalcell 5000006626

distance 0.309 · cross-district

#11 · Yavatmalcell 5000006325

distance 0.309 · cross-district

#12 · Yavatmalcell 5000007948

distance 0.31 · cross-district

#13 · Gondiacell 4760000135

distance 0.312 · cross-district

#14 · Gondiacell 4760000171

distance 0.312 · cross-district

#15 · Yavatmalcell 5000006496

distance 0.316 · cross-district

#16 · Yavatmalcell 5000007541

distance 0.319 · cross-district

#17 · Yavatmalcell 5000005601

distance 0.322 · cross-district

#18 · Yavatmalcell 5000007952

distance 0.325 · 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":4730005682}}}'

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.