Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008971

The MH-36 locality cells most similar to this Nanded 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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000003825

distance 0.094 · cross-district

#2 · Nandedcell 4850009029

distance 0.104

#3 · Wardhacell 4980002612

distance 0.11 · cross-district

#4 · Nandedcell 4850008969

distance 0.111

#5 · Wardhacell 4980004497

distance 0.112 · cross-district

#6 · Amravaticell 4680001326

distance 0.122 · cross-district

#7 · Amravaticell 4680001483

distance 0.128 · cross-district

#8 · Jalgaoncell 4780001607

distance 0.128 · cross-district

#9 · Wardhacell 4980004073

distance 0.131 · cross-district

#10 · Jalgaoncell 4780001608

distance 0.131 · cross-district

#11 · Amravaticell 4680001973

distance 0.132 · cross-district

#12 · Wardhacell 4980004289

distance 0.134 · cross-district

#13 · Nandedcell 4850009006

distance 0.135

#14 · Jalgaoncell 4780001506

distance 0.135 · cross-district

#15 · Nandedcell 4850008997

distance 0.136

#16 · Wardhacell 4980003309

distance 0.136 · cross-district

#17 · Wardhacell 4980004133

distance 0.139 · cross-district

#18 · Yavatmalcell 5000004891

distance 0.139 · 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":485,"cluster_id":4850008971}}}'

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.