Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004021

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 13 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.315

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004671

distance 0.315 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690003306

distance 0.342 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690002991

distance 0.367 · cross-district

#4 · Jalgaoncell 4780005337

distance 0.383 · cross-district

#5 · Washimcell 4990003025

distance 0.412 · cross-district

#6 · Sataracell 4940004586

distance 0.42 · cross-district

#7 · Buldhanacell 4720005681

distance 0.429 · cross-district

#8 · Sanglicell 4930000297

distance 0.434 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690002889

distance 0.439 · cross-district

#10 · Solapurcell 4960004603

distance 0.441 · cross-district

#11 · Jalnacell 4790002314

distance 0.442 · cross-district

#12 · Amravaticell 4680006434

distance 0.444 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690003540

distance 0.453 · cross-district

#14 · Jalgaoncell 4780006138

distance 0.462 · cross-district

#15 · Nashikcell 4870010584

distance 0.469 · cross-district

#16 · Amravaticell 4680002335

distance 0.472 · cross-district

#17 · Kolhapurcell 4800004616

distance 0.472

#18 · Ahmednagarcell 4660012787

distance 0.478 · 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":4800004021}}}'

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.