Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008494

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.388

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720003020

distance 0.388 · cross-district

#2 · Jalgaoncell 4780005339

distance 0.417 · cross-district

#3 · Nagpurcell 4840004282

distance 0.43 · cross-district

#4 · Nagpurcell 4840004700

distance 0.441 · cross-district

#5 · Nashikcell 4870007389

distance 0.442 · cross-district

#6 · Buldhanacell 4720001644

distance 0.447 · cross-district

#7 · Jalnacell 4790004049

distance 0.454 · cross-district

#8 · Jalnacell 4790003963

distance 0.466 · cross-district

#9 · Beedcell 4700008498

distance 0.468 · cross-district

#10 · Washimcell 4990003026

distance 0.471 · cross-district

#11 · Nagpurcell 4840003373

distance 0.472 · cross-district

#12 · Chandrapurcell 4730005796

distance 0.474

#13 · Chhatrapati Sambhajinagarcell 4690001316

distance 0.475 · cross-district

#14 · Kolhapurcell 4800004172

distance 0.481 · cross-district

#15 · Kolhapurcell 4800004020

distance 0.484 · cross-district

#16 · Beedcell 4700003114

distance 0.485 · cross-district

#17 · Amravaticell 4680006916

distance 0.492 · cross-district

#18 · Kolhapurcell 4800004169

distance 0.495 · 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":4730008494}}}'

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.