Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005402

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.467

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001050

distance 0.467 · cross-district

#2 · Yavatmalcell 5000011511

distance 0.538 · cross-district

#3 · Wardhacell 4980003653

distance 0.59 · cross-district

#4 · Nagpurcell 4840001485

distance 0.59 · cross-district

#5 · Nagpurcell 4840006829

distance 0.593 · cross-district

#6 · Gadchirolicell 4750000020

distance 0.602 · cross-district

#7 · Yavatmalcell 5000006276

distance 0.625 · cross-district

#8 · Gadchirolicell 4750000019

distance 0.649 · cross-district

#9 · Gadchirolicell 4750000021

distance 0.657 · cross-district

#10 · Gadchirolicell 4750000018

distance 0.66 · cross-district

#11 · Yavatmalcell 5000011405

distance 0.678 · cross-district

#12 · Bhandaracell 4710003508

distance 0.695 · cross-district

#13 · Nagpurcell 4840003747

distance 0.717 · cross-district

#14 · Jalgaoncell 4780004503

distance 0.724 · cross-district

#15 · Nagpurcell 4840000341

distance 0.733 · cross-district

#16 · Gadchirolicell 4750000035

distance 0.746 · cross-district

#17 · Gadchirolicell 4750000024

distance 0.747 · cross-district

#18 · Gadchirolicell 4750000036

distance 0.756 · 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":4730005402}}}'

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.