Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005754

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006325

distance 0.219

#2 · Yavatmalcell 5000006085

distance 0.324 · cross-district

#3 · Jalgaoncell 4780002208

distance 0.343 · cross-district

#4 · Chandrapurcell 4730007227

distance 0.344

#5 · Chhatrapati Sambhajinagarcell 4690001834

distance 0.355 · cross-district

#6 · Chandrapurcell 4730007255

distance 0.357

#7 · Gadchirolicell 4750010047

distance 0.36 · cross-district

#8 · Jalgaoncell 4780002174

distance 0.361 · cross-district

#9 · Yavatmalcell 5000007034

distance 0.366 · cross-district

#10 · Jalgaoncell 4780000916

distance 0.371 · cross-district

#11 · Sanglicell 4930002348

distance 0.372 · cross-district

#12 · Bhandaracell 4710001478

distance 0.374 · cross-district

#13 · Bhandaracell 4710001716

distance 0.38 · cross-district

#14 · Dhulecell 4740005471

distance 0.384 · cross-district

#15 · Chandrapurcell 4730006232

distance 0.387

#16 · Jalgaoncell 4780002625

distance 0.388 · cross-district

#17 · Chandrapurcell 4730006543

distance 0.389

#18 · Yavatmalcell 5000005449

distance 0.39 · 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":4730005754}}}'

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.