Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005899

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.276

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001349

distance 0.276 · cross-district

#2 · Yavatmalcell 5000005441

distance 0.31 · cross-district

#3 · Yavatmalcell 5000003027

distance 0.328 · cross-district

#4 · Nagpurcell 4840003749

distance 0.34 · cross-district

#5 · Wardhacell 4980003440

distance 0.343 · cross-district

#6 · Bhandaracell 4710000746

distance 0.345 · cross-district

#7 · Parbhanicell 4890000984

distance 0.354 · cross-district

#8 · Jalgaoncell 4780004459

distance 0.366 · cross-district

#9 · Nagpurcell 4840003946

distance 0.369 · cross-district

#10 · Gondiacell 4760001599

distance 0.37 · cross-district

#11 · Bhandaracell 4710001330

distance 0.37 · cross-district

#12 · Parbhanicell 4890000976

distance 0.373 · cross-district

#13 · Dhulecell 4740005406

distance 0.38 · cross-district

#14 · Jalgaoncell 4780000916

distance 0.382 · cross-district

#15 · Bhandaracell 4710002750

distance 0.382 · cross-district

#16 · Bhandaracell 4710001325

distance 0.383 · cross-district

#17 · Chandrapurcell 4730009318

distance 0.384

#18 · Gadchirolicell 4750011877

distance 0.384 · 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":4730005899}}}'

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.