Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002574

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 15 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.616

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003957

distance 0.616 · cross-district

#2 · Bhandaracell 4710002475

distance 0.624 · cross-district

#3 · Nagpurcell 4840001775

distance 0.625 · cross-district

#4 · Beedcell 4700002556

distance 0.698 · cross-district

#5 · Buldhanacell 4720006295

distance 0.704 · cross-district

#6 · Akolacell 4670000440

distance 0.732 · cross-district

#7 · Ahmednagarcell 4660006044

distance 0.732 · cross-district

#8 · Amravaticell 4680003617

distance 0.74 · cross-district

#9 · Chandrapurcell 4730003113

distance 0.746

#10 · Dharashivcell 4880000493

distance 0.751 · cross-district

#11 · Punecell 4900005128

distance 0.755 · cross-district

#12 · Punecell 4900000000

distance 0.757 · cross-district

#13 · Jalgaoncell 4780006088

distance 0.762 · cross-district

#14 · Raigadcell 4910004813

distance 0.763 · cross-district

#15 · Laturcell 4810003156

distance 0.763 · cross-district

#16 · Jalgaoncell 4780008387

distance 0.774 · cross-district

#17 · Amravaticell 4680003941

distance 0.775 · cross-district

#18 · Ratnagiricell 4920004721

distance 0.779 · 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":4730002574}}}'

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.