Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003387

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.355

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003180

distance 0.355

#2 · Nagpurcell 4840004384

distance 0.396 · cross-district

#3 · Yavatmalcell 5000005815

distance 0.443 · cross-district

#4 · Solapurcell 4960004603

distance 0.476 · cross-district

#5 · Wardhacell 4980002634

distance 0.483 · cross-district

#6 · Akolacell 4670001844

distance 0.485 · cross-district

#7 · Amravaticell 4680006770

distance 0.491 · cross-district

#8 · Nashikcell 4870010972

distance 0.497 · cross-district

#9 · Nashikcell 4870010846

distance 0.498 · cross-district

#10 · Amravaticell 4680002784

distance 0.509 · cross-district

#11 · Dhulecell 4740001182

distance 0.515 · cross-district

#12 · Jalgaoncell 4780005337

distance 0.515 · cross-district

#13 · Jalgaoncell 4780005209

distance 0.522 · cross-district

#14 · Yavatmalcell 5000002935

distance 0.527 · cross-district

#15 · Chandrapurcell 4730002575

distance 0.553

#16 · Akolacell 4670002074

distance 0.565 · cross-district

#17 · Nagpurcell 4840004490

distance 0.566 · cross-district

#18 · Amravaticell 4680002582

distance 0.566 · 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":4730003387}}}'

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.