Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003248

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.259

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780005607

distance 0.259 · cross-district

#2 · Chandrapurcell 4730002511

distance 0.322

#3 · Chandrapurcell 4730003314

distance 0.341

#4 · Punecell 4900001577

distance 0.348 · cross-district

#5 · Punecell 4900001715

distance 0.349 · cross-district

#6 · Nagpurcell 4840004068

distance 0.356 · cross-district

#7 · Gadchirolicell 4750009106

distance 0.358 · cross-district

#8 · Yavatmalcell 5000009879

distance 0.366 · cross-district

#9 · Nagpurcell 4840003197

distance 0.368 · cross-district

#10 · Nagpurcell 4840003469

distance 0.372 · cross-district

#11 · Nandedcell 4850004932

distance 0.372 · cross-district

#12 · Chandrapurcell 4730003249

distance 0.378

#13 · Amravaticell 4680002687

distance 0.381 · cross-district

#14 · Sanglicell 4930000256

distance 0.389 · cross-district

#15 · Akolacell 4670002077

distance 0.394 · cross-district

#16 · Amravaticell 4680008708

distance 0.401 · cross-district

#17 · Beedcell 4700007637

distance 0.403 · cross-district

#18 · Nagpurcell 4840003196

distance 0.408 · 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":4730003248}}}'

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.