Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005054

The MH-36 locality cells most similar to this Kolhapur 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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.358

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780005334

distance 0.358 · cross-district

#2 · Kolhapurcell 4800004888

distance 0.377

#3 · Akolacell 4670002306

distance 0.395 · cross-district

#4 · Akolacell 4670001920

distance 0.412 · cross-district

#5 · Ahmednagarcell 4660004943

distance 0.431 · cross-district

#6 · Jalgaoncell 4780005611

distance 0.435 · cross-district

#7 · Dharashivcell 4880006012

distance 0.44 · cross-district

#8 · Ahmednagarcell 4660004947

distance 0.446 · cross-district

#9 · Solapurcell 4960004757

distance 0.446 · cross-district

#10 · Ahmednagarcell 4660004853

distance 0.455 · cross-district

#11 · Nashikcell 4870002510

distance 0.456 · cross-district

#12 · Kolhapurcell 4800004700

distance 0.458

#13 · Amravaticell 4680002335

distance 0.459 · cross-district

#14 · Sanglicell 4930000345

distance 0.459 · cross-district

#15 · Kolhapurcell 4800004274

distance 0.463

#16 · Amravaticell 4680001948

distance 0.464 · cross-district

#17 · Nashikcell 4870010710

distance 0.467 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690001887

distance 0.471 · 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":480,"cluster_id":4800005054}}}'

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.