Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002984

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.393

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005312

distance 0.393 · cross-district

#2 · Chandrapurcell 4730007751

distance 0.407

#3 · Solapurcell 4960005923

distance 0.442 · cross-district

#4 · Gadchirolicell 4750000251

distance 0.446 · cross-district

#5 · Buldhanacell 4720001421

distance 0.447 · cross-district

#6 · Gadchirolicell 4750000108

distance 0.475 · cross-district

#7 · Gadchirolicell 4750000547

distance 0.479 · cross-district

#8 · Jalnacell 4790001200

distance 0.48 · cross-district

#9 · Chandrapurcell 4730005111

distance 0.489

#10 · Gadchirolicell 4750000426

distance 0.492 · cross-district

#11 · Punecell 4900002514

distance 0.493 · cross-district

#12 · Nagpurcell 4840006832

distance 0.495 · cross-district

#13 · Laturcell 4810002298

distance 0.497 · cross-district

#14 · Gadchirolicell 4750000153

distance 0.505 · cross-district

#15 · Buldhanacell 4720004000

distance 0.507 · cross-district

#16 · Chandrapurcell 4730004628

distance 0.508

#17 · Buldhanacell 4720003520

distance 0.51 · cross-district

#18 · Punecell 4900000290

distance 0.511 · 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":4730002984}}}'

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.