Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004867

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.309

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002773

distance 0.309 · cross-district

#2 · Sataracell 4940004379

distance 0.311 · cross-district

#3 · Sanglicell 4930001008

distance 0.313 · cross-district

#4 · Nashikcell 4870009870

distance 0.321 · cross-district

#5 · Sataracell 4940007799

distance 0.325 · cross-district

#6 · Ahmednagarcell 4660013982

distance 0.336 · cross-district

#7 · Nashikcell 4870003702

distance 0.342 · cross-district

#8 · Ahmednagarcell 4660001432

distance 0.343 · cross-district

#9 · Sanglicell 4930005904

distance 0.353 · cross-district

#10 · Nashikcell 4870004831

distance 0.355 · cross-district

#11 · Nashikcell 4870003569

distance 0.357 · cross-district

#12 · Kolhapurcell 4800005044

distance 0.358

#13 · Sataracell 4940004531

distance 0.36 · cross-district

#14 · Laturcell 4810000717

distance 0.361 · cross-district

#15 · Sataracell 4940002977

distance 0.362 · cross-district

#16 · Sataracell 4940001065

distance 0.363 · cross-district

#17 · Ahmednagarcell 4660004364

distance 0.364 · cross-district

#18 · Solapurcell 4960008231

distance 0.364 · 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":4800004867}}}'

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.