Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003388

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.397

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000218

distance 0.397 · cross-district

#2 · Solapurcell 4960006679

distance 0.424 · cross-district

#3 · Yavatmalcell 5000005488

distance 0.428 · cross-district

#4 · Chandrapurcell 4730004717

distance 0.432

#5 · Nagpurcell 4840004610

distance 0.435 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690002583

distance 0.437 · cross-district

#7 · Nandedcell 4850002200

distance 0.444 · cross-district

#8 · Nandedcell 4850002780

distance 0.451 · cross-district

#9 · Ahmednagarcell 4660011913

distance 0.452 · cross-district

#10 · Beedcell 4700003629

distance 0.457 · cross-district

#11 · Solapurcell 4960004480

distance 0.459 · cross-district

#12 · Nandedcell 4850002053

distance 0.459 · cross-district

#13 · Jalgaoncell 4780004591

distance 0.46 · cross-district

#14 · Nandedcell 4850002554

distance 0.466 · cross-district

#15 · Gadchirolicell 4750007671

distance 0.467 · cross-district

#16 · Parbhanicell 4890001090

distance 0.47 · cross-district

#17 · Chandrapurcell 4730002126

distance 0.471

#18 · Chandrapurcell 4730003612

distance 0.471

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":4730003388}}}'

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.