Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000539

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000616

distance 0.201

#2 · Ahmednagarcell 4660010649

distance 0.265 · cross-district

#3 · Kolhapurcell 4800000538

distance 0.276

#4 · Kolhapurcell 4800000604

distance 0.277

#5 · Kolhapurcell 4800000837

distance 0.279

#6 · Kolhapurcell 4800000960

distance 0.28

#7 · Kolhapurcell 4800000366

distance 0.28

#8 · Ahmednagarcell 4660011946

distance 0.281 · cross-district

#9 · Ahmednagarcell 4660010483

distance 0.291 · cross-district

#10 · Ahmednagarcell 4660009994

distance 0.292 · cross-district

#11 · Kolhapurcell 4800001035

distance 0.293

#12 · Ahmednagarcell 4660010324

distance 0.295 · cross-district

#13 · Kolhapurcell 4800000406

distance 0.296

#14 · Ahmednagarcell 4660010808

distance 0.298 · cross-district

#15 · Ahmednagarcell 4660012263

distance 0.298 · cross-district

#16 · Kolhapurcell 4800000699

distance 0.301

#17 · Kolhapurcell 4800000433

distance 0.302

#18 · Kolhapurcell 4800001211

distance 0.303

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":4800000539}}}'

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.