Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009187

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.391

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840004630

distance 0.391 · cross-district

#2 · Chandrapurcell 4730009387

distance 0.398

#3 · Nashikcell 4870011704

distance 0.401 · cross-district

#4 · Bhandaracell 4710000371

distance 0.414 · cross-district

#5 · Nagpurcell 4840002980

distance 0.43 · cross-district

#6 · Dhulecell 4740000202

distance 0.441 · cross-district

#7 · Ahmednagarcell 4660014253

distance 0.442 · cross-district

#8 · Gondiacell 4760000805

distance 0.443 · cross-district

#9 · Ahmednagarcell 4660014422

distance 0.444 · cross-district

#10 · Bhandaracell 4710001672

distance 0.447 · cross-district

#11 · Nagpurcell 4840006913

distance 0.45 · cross-district

#12 · Nagpurcell 4840004632

distance 0.45 · cross-district

#13 · Nagpurcell 4840003566

distance 0.453 · cross-district

#14 · Dhulecell 4740002538

distance 0.454 · cross-district

#15 · Nagpurcell 4840003765

distance 0.459 · cross-district

#16 · Dhulecell 4740002826

distance 0.461 · cross-district

#17 · Nagpurcell 4840006613

distance 0.464 · cross-district

#18 · Jalgaoncell 4780008378

distance 0.467 · 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":4730009187}}}'

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.