Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006154

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000004044

distance 0.222 · cross-district

#2 · Yavatmalcell 5000005268

distance 0.239 · cross-district

#3 · Yavatmalcell 5000005158

distance 0.25 · cross-district

#4 · Gadchirolicell 4750007387

distance 0.252 · cross-district

#5 · Yavatmalcell 5000009762

distance 0.256 · cross-district

#6 · Yavatmalcell 5000007408

distance 0.258 · cross-district

#7 · Yavatmalcell 5000004717

distance 0.26 · cross-district

#8 · Yavatmalcell 5000004207

distance 0.279 · cross-district

#9 · Yavatmalcell 5000004093

distance 0.284 · cross-district

#10 · Gadchirolicell 4750005876

distance 0.285 · cross-district

#11 · Yavatmalcell 5000002724

distance 0.286 · cross-district

#12 · Wardhacell 4980004438

distance 0.292 · cross-district

#13 · Yavatmalcell 5000006334

distance 0.293 · cross-district

#14 · Nagpurcell 4840007996

distance 0.295 · cross-district

#15 · Yavatmalcell 5000010712

distance 0.295 · cross-district

#16 · Nagpurcell 4840007872

distance 0.299 · cross-district

#17 · Chandrapurcell 4730004721

distance 0.3

#18 · Bhandaracell 4710000847

distance 0.301 · 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":4730006154}}}'

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.