Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002249

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000004466

distance 0.268 · cross-district

#2 · Nagpurcell 4840004971

distance 0.317 · cross-district

#3 · Yavatmalcell 5000005499

distance 0.321 · cross-district

#4 · Chandrapurcell 4730002179

distance 0.333

#5 · Chandrapurcell 4730002319

distance 0.346

#6 · Dharashivcell 4880002400

distance 0.356 · cross-district

#7 · Yavatmalcell 5000005166

distance 0.363 · cross-district

#8 · Sanglicell 4930004563

distance 0.366 · cross-district

#9 · Yavatmalcell 5000004817

distance 0.372 · cross-district

#10 · Yavatmalcell 5000005825

distance 0.378 · cross-district

#11 · Nagpurcell 4840001218

distance 0.382 · cross-district

#12 · Yavatmalcell 5000003433

distance 0.399 · cross-district

#13 · Sanglicell 4930005572

distance 0.407 · cross-district

#14 · Sanglicell 4930005760

distance 0.408 · cross-district

#15 · Yavatmalcell 5000005981

distance 0.409 · cross-district

#16 · Yavatmalcell 5000002615

distance 0.411 · cross-district

#17 · Sanglicell 4930006134

distance 0.412 · cross-district

#18 · Ahmednagarcell 4660006615

distance 0.413 · 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":4730002249}}}'

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.