Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001725

The MH-36 locality cells most similar to this Bhandara 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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.35

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004284

distance 0.35 · cross-district

#2 · Buldhanacell 4720006929

distance 0.392 · cross-district

#3 · Nagpurcell 4840005577

distance 0.412 · cross-district

#4 · Nagpurcell 4840005084

distance 0.414 · cross-district

#5 · Nandedcell 4850000625

distance 0.416 · cross-district

#6 · Solapurcell 4960002934

distance 0.422 · cross-district

#7 · Yavatmalcell 5000004940

distance 0.428 · cross-district

#8 · Bhandaracell 4710000828

distance 0.429

#9 · Buldhanacell 4720003417

distance 0.435 · cross-district

#10 · Yavatmalcell 5000011309

distance 0.441 · cross-district

#11 · Yavatmalcell 5000005327

distance 0.444 · cross-district

#12 · Solapurcell 4960006986

distance 0.446 · cross-district

#13 · Nagpurcell 4840003750

distance 0.448 · cross-district

#14 · Chandrapurcell 4730004293

distance 0.45 · cross-district

#15 · Buldhanacell 4720005903

distance 0.45 · cross-district

#16 · Buldhanacell 4720003295

distance 0.453 · cross-district

#17 · Jalnacell 4790000374

distance 0.458 · cross-district

#18 · Bhandaracell 4710001606

distance 0.459

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":471,"cluster_id":4710001725}}}'

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.