Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004967

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.276

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010020

distance 0.276 · cross-district

#2 · Solapurcell 4960002982

distance 0.283 · cross-district

#3 · Punecell 4900000473

distance 0.283 · cross-district

#4 · Sanglicell 4930004858

distance 0.283 · cross-district

#5 · Kolhapurcell 4800005484

distance 0.288

#6 · Sataracell 4940005392

distance 0.296 · cross-district

#7 · Sataracell 4940007618

distance 0.314 · cross-district

#8 · Sataracell 4940005372

distance 0.316 · cross-district

#9 · Solapurcell 4960002842

distance 0.316 · cross-district

#10 · Nandedcell 4850004676

distance 0.317 · cross-district

#11 · Sataracell 4940005576

distance 0.318 · cross-district

#12 · Sataracell 4940000605

distance 0.319 · cross-district

#13 · Ahmednagarcell 4660014446

distance 0.32 · cross-district

#14 · Dharashivcell 4880005936

distance 0.321 · cross-district

#15 · Sataracell 4940005078

distance 0.324 · cross-district

#16 · Nashikcell 4870010460

distance 0.324 · cross-district

#17 · Sanglicell 4930007125

distance 0.324 · cross-district

#18 · Solapurcell 4960009177

distance 0.325 · 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":4800004967}}}'

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.