Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003613

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.252

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000546

distance 0.252 · cross-district

#2 · Sanglicell 4930005820

distance 0.255 · cross-district

#3 · Sataracell 4940000545

distance 0.266 · cross-district

#4 · Ahmednagarcell 4660013936

distance 0.273 · cross-district

#5 · Sanglicell 4930000727

distance 0.274 · cross-district

#6 · Kolhapurcell 4800005041

distance 0.274

#7 · Kolhapurcell 4800004877

distance 0.276

#8 · Kolhapurcell 4800005479

distance 0.276

#9 · Sanglicell 4930001058

distance 0.279 · cross-district

#10 · Kolhapurcell 4800004705

distance 0.28

#11 · Punecell 4900001900

distance 0.284 · cross-district

#12 · Nashikcell 4870005409

distance 0.288 · cross-district

#13 · Kolhapurcell 4800003736

distance 0.289

#14 · Kolhapurcell 4800005480

distance 0.292

#15 · Kolhapurcell 4800003818

distance 0.292

#16 · Kolhapurcell 4800005471

distance 0.292

#17 · Kolhapurcell 4800005560

distance 0.294

#18 · Sataracell 4940001067

distance 0.295 · 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":4800003613}}}'

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.