Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005688

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.424

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003664

distance 0.424 · cross-district

#2 · Amravaticell 4680009167

distance 0.474 · cross-district

#3 · Sataracell 4940000890

distance 0.478 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690003206

distance 0.485 · cross-district

#5 · Dhulecell 4740005110

distance 0.485 · cross-district

#6 · Nagpurcell 4840003571

distance 0.493 · cross-district

#7 · Nagpurcell 4840003766

distance 0.495 · cross-district

#8 · Dhulecell 4740005109

distance 0.495 · cross-district

#9 · Nashikcell 4870007389

distance 0.496 · cross-district

#10 · Parbhanicell 4890000643

distance 0.5 · cross-district

#11 · Beedcell 4700003114

distance 0.511 · cross-district

#12 · Nagpurcell 4840006721

distance 0.513 · cross-district

#13 · Beedcell 4700003289

distance 0.541 · cross-district

#14 · Laturcell 4810001786

distance 0.544 · cross-district

#15 · Bhandaracell 4710002915

distance 0.544 · cross-district

#16 · Punecell 4900005796

distance 0.548 · cross-district

#17 · Yavatmalcell 5000003088

distance 0.551 · cross-district

#18 · Nagpurcell 4840004282

distance 0.552 · 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":4730005688}}}'

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.