Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009502

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000552

distance 0.135 · cross-district

#2 · Bhandaracell 4710000592

distance 0.224 · cross-district

#3 · Bhandaracell 4710000318

distance 0.255 · cross-district

#4 · Bhandaracell 4710000369

distance 0.264 · cross-district

#5 · Chandrapurcell 4730009443

distance 0.284

#6 · Chandrapurcell 4730006995

distance 0.292

#7 · Gondiacell 4760000433

distance 0.295 · cross-district

#8 · Chandrapurcell 4730008561

distance 0.304

#9 · Chandrapurcell 4730009699

distance 0.314

#10 · Chandrapurcell 4730008882

distance 0.322

#11 · Gondiacell 4760000980

distance 0.328 · cross-district

#12 · Bhandaracell 4710000454

distance 0.333 · cross-district

#13 · Chandrapurcell 4730009621

distance 0.338

#14 · Bhandaracell 4710000992

distance 0.344 · cross-district

#15 · Gadchirolicell 4750011835

distance 0.348 · cross-district

#16 · Chandrapurcell 4730009607

distance 0.348

#17 · Chandrapurcell 4730009609

distance 0.35

#18 · Gadchirolicell 4750012203

distance 0.351 · 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":4730009502}}}'

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.