Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850003060

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.308

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002710

distance 0.308

#2 · Beedcell 4700008062

distance 0.337 · cross-district

#3 · Dhulecell 4740001652

distance 0.365 · cross-district

#4 · Ahmednagarcell 4660001715

distance 0.376 · cross-district

#5 · Nandedcell 4850001463

distance 0.38

#6 · Yavatmalcell 5000000603

distance 0.38 · cross-district

#7 · Jalgaoncell 4780008496

distance 0.382 · cross-district

#8 · Sanglicell 4930004174

distance 0.385 · cross-district

#9 · Nandedcell 4850000777

distance 0.39

#10 · Dhulecell 4740001755

distance 0.393 · cross-district

#11 · Nandedcell 4850002485

distance 0.395

#12 · Solapurcell 4960000432

distance 0.396 · cross-district

#13 · Washimcell 4990001255

distance 0.399 · cross-district

#14 · Nandedcell 4850002617

distance 0.4

#15 · Ahmednagarcell 4660009961

distance 0.4 · cross-district

#16 · Parbhanicell 4890000807

distance 0.403 · cross-district

#17 · Jalgaoncell 4780007916

distance 0.41 · cross-district

#18 · Ahmednagarcell 4660009639

distance 0.411 · 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":4850003060}}}'

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.