Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002668

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.269

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780005950

distance 0.269 · cross-district

#2 · Jalgaoncell 4780002541

distance 0.321 · cross-district

#3 · Yavatmalcell 5000009300

distance 0.325 · cross-district

#4 · Chandrapurcell 4730002125

distance 0.332

#5 · Dharashivcell 4880000696

distance 0.346 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690000985

distance 0.36 · cross-district

#7 · Chandrapurcell 4730002030

distance 0.362

#8 · Chandrapurcell 4730004605

distance 0.372

#9 · Nagpurcell 4840000594

distance 0.372 · cross-district

#10 · Buldhanacell 4720003037

distance 0.374 · cross-district

#11 · Akolacell 4670004341

distance 0.379 · cross-district

#12 · Nagpurcell 4840001285

distance 0.382 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000764

distance 0.383 · cross-district

#14 · Buldhanacell 4720007447

distance 0.388 · cross-district

#15 · Amravaticell 4680006018

distance 0.389 · cross-district

#16 · Chandrapurcell 4730004889

distance 0.389

#17 · Laturcell 4810003260

distance 0.389 · cross-district

#18 · Yavatmalcell 5000001687

distance 0.392 · 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":4730002668}}}'

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.