Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000017

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 4 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.382

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000217

distance 0.382

#2 · Kolhapurcell 4800000254

distance 0.442

#3 · Raigadcell 4910001997

distance 0.491 · cross-district

#4 · Raigadcell 4910002407

distance 0.5 · cross-district

#5 · Raigadcell 4910002303

distance 0.51 · cross-district

#6 · Raigadcell 4910002395

distance 0.513 · cross-district

#7 · Raigadcell 4910002252

distance 0.519 · cross-district

#8 · Ratnagiricell 4920001340

distance 0.521 · cross-district

#9 · Raigadcell 4910002861

distance 0.527 · cross-district

#10 · Raigadcell 4910002094

distance 0.529 · cross-district

#11 · Raigadcell 4910001299

distance 0.541 · cross-district

#12 · Raigadcell 4910002401

distance 0.543 · cross-district

#13 · Kolhapurcell 4800000007

distance 0.544

#14 · Punecell 4900007403

distance 0.544 · cross-district

#15 · Raigadcell 4910002398

distance 0.548 · cross-district

#16 · Raigadcell 4910002711

distance 0.55 · cross-district

#17 · Ratnagiricell 4920000933

distance 0.557 · cross-district

#18 · Raigadcell 4910002856

distance 0.562 · 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":4800000017}}}'

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.