Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005994

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.419

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870007962

distance 0.419 · cross-district

#2 · Jalgaoncell 4780002109

distance 0.449 · cross-district

#3 · Chandrapurcell 4730005664

distance 0.476

#4 · Chandrapurcell 4730008970

distance 0.49

#5 · Bhandaracell 4710001336

distance 0.508 · cross-district

#6 · Jalgaoncell 4780000498

distance 0.514 · cross-district

#7 · Nashikcell 4870009809

distance 0.516 · cross-district

#8 · Gondiacell 4760000541

distance 0.518 · cross-district

#9 · Yavatmalcell 5000006086

distance 0.523 · cross-district

#10 · Gondiacell 4760000654

distance 0.524 · cross-district

#11 · Gondiacell 4760000597

distance 0.524 · cross-district

#12 · Nashikcell 4870007816

distance 0.531 · cross-district

#13 · Nashikcell 4870007961

distance 0.531 · cross-district

#14 · Chandrapurcell 4730006111

distance 0.534

#15 · Bhandaracell 4710001288

distance 0.538 · cross-district

#16 · Wardhacell 4980003380

distance 0.541 · cross-district

#17 · Nandurbarcell 4860001276

distance 0.542 · cross-district

#18 · Bhandaracell 4710001383

distance 0.545 · 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":4730005994}}}'

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.