Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003662

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.328

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880001066

distance 0.328 · cross-district

#2 · Ahmednagarcell 4660009645

distance 0.359 · cross-district

#3 · Ahmednagarcell 4660014287

distance 0.36 · cross-district

#4 · Kolhapurcell 4800004090

distance 0.407

#5 · Sanglicell 4930004198

distance 0.414 · cross-district

#6 · Dhulecell 4740004719

distance 0.417 · cross-district

#7 · Solapurcell 4960008593

distance 0.433 · cross-district

#8 · Kolhapurcell 4800005723

distance 0.436

#9 · Parbhanicell 4890001707

distance 0.439 · cross-district

#10 · Punecell 4900010020

distance 0.449 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690002015

distance 0.454 · cross-district

#12 · Solapurcell 4960005402

distance 0.456 · cross-district

#13 · Punecell 4900006178

distance 0.461 · cross-district

#14 · Ahmednagarcell 4660014033

distance 0.463 · cross-district

#15 · Dhulecell 4740001672

distance 0.465 · cross-district

#16 · Solapurcell 4960005152

distance 0.467 · cross-district

#17 · Sataracell 4940007268

distance 0.467 · cross-district

#18 · Dhulecell 4740001179

distance 0.469 · 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":4800003662}}}'

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.