Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004293

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 14 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.334

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990003920

distance 0.334 · cross-district

#2 · Yavatmalcell 5000005327

distance 0.344 · cross-district

#3 · Ahmednagarcell 4660011731

distance 0.359 · cross-district

#4 · Yavatmalcell 5000002431

distance 0.367 · cross-district

#5 · Solapurcell 4960006986

distance 0.375 · cross-district

#6 · Parbhanicell 4890004284

distance 0.377 · cross-district

#7 · Buldhanacell 4720003417

distance 0.382 · cross-district

#8 · Jalgaoncell 4780006238

distance 0.383 · cross-district

#9 · Dhulecell 4740004326

distance 0.386 · cross-district

#10 · Chandrapurcell 4730001928

distance 0.392

#11 · Nagpurcell 4840005846

distance 0.398 · cross-district

#12 · Dharashivcell 4880002348

distance 0.398 · cross-district

#13 · Nandedcell 4850007851

distance 0.399 · cross-district

#14 · Sanglicell 4930000830

distance 0.403 · cross-district

#15 · Ahmednagarcell 4660010242

distance 0.405 · cross-district

#16 · Nandedcell 4850000626

distance 0.405 · cross-district

#17 · Nagpurcell 4840004584

distance 0.41 · cross-district

#18 · Jalnacell 4790000298

distance 0.412 · 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":4730004293}}}'

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.