Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004027

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.235

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000445

distance 0.235 · cross-district

#2 · Sanglicell 4930002548

distance 0.24 · cross-district

#3 · Ahmednagarcell 4660003497

distance 0.27 · cross-district

#4 · Kolhapurcell 4800004606

distance 0.274

#5 · Punecell 4900006053

distance 0.279 · cross-district

#6 · Solapurcell 4960000127

distance 0.279 · cross-district

#7 · Dharashivcell 4880000823

distance 0.28 · cross-district

#8 · Dharashivcell 4880000327

distance 0.28 · cross-district

#9 · Solapurcell 4960000506

distance 0.28 · cross-district

#10 · Jalnacell 4790004282

distance 0.282 · cross-district

#11 · Solapurcell 4960005304

distance 0.283 · cross-district

#12 · Ahmednagarcell 4660009399

distance 0.285 · cross-district

#13 · Solapurcell 4960007476

distance 0.285 · cross-district

#14 · Ahmednagarcell 4660008710

distance 0.288 · cross-district

#15 · Jalnacell 4790004277

distance 0.289 · cross-district

#16 · Sanglicell 4930000266

distance 0.292 · cross-district

#17 · Sanglicell 4930001058

distance 0.292 · cross-district

#18 · Sanglicell 4930000260

distance 0.293 · 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":4800004027}}}'

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.