Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840001708

The MH-36 locality cells most similar to this Nagpur 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.355

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000942

distance 0.355

#2 · Bhandaracell 4710001722

distance 0.359 · cross-district

#3 · Beedcell 4700003461

distance 0.362 · cross-district

#4 · Dhulecell 4740004556

distance 0.366 · cross-district

#5 · Dharashivcell 4880000810

distance 0.37 · cross-district

#6 · Nagpurcell 4840006343

distance 0.37

#7 · Nagpurcell 4840005606

distance 0.395

#8 · Nagpurcell 4840005215

distance 0.396

#9 · Jalgaoncell 4780001113

distance 0.398 · cross-district

#10 · Jalgaoncell 4780002656

distance 0.399 · cross-district

#11 · Ahmednagarcell 4660009575

distance 0.4 · cross-district

#12 · Buldhanacell 4720001089

distance 0.401 · cross-district

#13 · Jalgaoncell 4780002674

distance 0.403 · cross-district

#14 · Yavatmalcell 5000002103

distance 0.403 · cross-district

#15 · Chandrapurcell 4730006889

distance 0.403 · cross-district

#16 · Solapurcell 4960010139

distance 0.404 · cross-district

#17 · Yavatmalcell 5000009711

distance 0.405 · cross-district

#18 · Wardhacell 4980001074

distance 0.405 · 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":484,"cluster_id":4840001708}}}'

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.