Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001288

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.319

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002785

distance 0.319 · cross-district

#2 · Sanglicell 4930006153

distance 0.331 · cross-district

#3 · Washimcell 4990000440

distance 0.347 · cross-district

#4 · Sataracell 4940005206

distance 0.351 · cross-district

#5 · Beedcell 4700005515

distance 0.356 · cross-district

#6 · Punecell 4900002801

distance 0.365 · cross-district

#7 · Jalgaoncell 4780005500

distance 0.366 · cross-district

#8 · Beedcell 4700004066

distance 0.369 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690003094

distance 0.376 · cross-district

#10 · Sanglicell 4930003763

distance 0.383 · cross-district

#11 · Jalnacell 4790003524

distance 0.383 · cross-district

#12 · Sanglicell 4930005819

distance 0.384 · cross-district

#13 · Dharashivcell 4880000262

distance 0.384 · cross-district

#14 · Beedcell 4700009029

distance 0.388 · cross-district

#15 · Sanglicell 4930004582

distance 0.39 · cross-district

#16 · Punecell 4900005384

distance 0.392 · cross-district

#17 · Amravaticell 4680003885

distance 0.392 · cross-district

#18 · Jalgaoncell 4780006530

distance 0.393 · 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":4800001288}}}'

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.