Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007640

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.347

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720001364

distance 0.347 · cross-district

#2 · Gadchirolicell 4750006234

distance 0.361 · cross-district

#3 · Wardhacell 4980000754

distance 0.381 · cross-district

#4 · Buldhanacell 4720004483

distance 0.405 · cross-district

#5 · Buldhanacell 4720001307

distance 0.406 · cross-district

#6 · Dhulecell 4740001671

distance 0.419 · cross-district

#7 · Chandrapurcell 4730005504

distance 0.42

#8 · Kolhapurcell 4800006496

distance 0.428 · cross-district

#9 · Solapurcell 4960009368

distance 0.436 · cross-district

#10 · Sataracell 4940003604

distance 0.438 · cross-district

#11 · Sataracell 4940002471

distance 0.441 · cross-district

#12 · Nagpurcell 4840001400

distance 0.448 · cross-district

#13 · Nagpurcell 4840007921

distance 0.448 · cross-district

#14 · Buldhanacell 4720001362

distance 0.456 · cross-district

#15 · Chandrapurcell 4730004628

distance 0.464

#16 · Nagpurcell 4840001401

distance 0.476 · cross-district

#17 · Sataracell 4940002357

distance 0.477 · cross-district

#18 · Beedcell 4700000096

distance 0.484 · 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":4730007640}}}'

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.