Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000170

The MH-36 locality cells most similar to this Hingoli 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 12 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.398

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004250

distance 0.398 · cross-district

#2 · Parbhanicell 4890002761

distance 0.4 · cross-district

#3 · Jalnacell 4790001794

distance 0.406 · cross-district

#4 · Kolhapurcell 4800004335

distance 0.407 · cross-district

#5 · Dhulecell 4740001079

distance 0.409 · cross-district

#6 · Nashikcell 4870006628

distance 0.418 · cross-district

#7 · Kolhapurcell 4800004251

distance 0.418 · cross-district

#8 · Kolhapurcell 4800004172

distance 0.419 · cross-district

#9 · Jalnacell 4790004049

distance 0.423 · cross-district

#10 · Laturcell 4810005857

distance 0.429 · cross-district

#11 · Washimcell 4990001207

distance 0.429 · cross-district

#12 · Dharashivcell 4880003128

distance 0.438 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690001316

distance 0.441 · cross-district

#14 · Nashikcell 4870010973

distance 0.442 · cross-district

#15 · Ahmednagarcell 4660008608

distance 0.446 · cross-district

#16 · Dhulecell 4740005172

distance 0.448 · cross-district

#17 · Sanglicell 4930002768

distance 0.45 · cross-district

#18 · Nandedcell 4850002802

distance 0.453 · 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":477,"cluster_id":4770000170}}}'

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.