Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001170

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.499

lower = more alike (weighted)

The twins, closest first

#1 · Thanecell 4970000533

distance 0.499 · cross-district

#2 · Raigadcell 4910005744

distance 0.518 · cross-district

#3 · Thanecell 4970001236

distance 0.519 · cross-district

#4 · Thanecell 4970000669

distance 0.527 · cross-district

#5 · Jalnacell 4790004387

distance 0.536 · cross-district

#6 · Thanecell 4970000600

distance 0.541 · cross-district

#7 · Raigadcell 4910005089

distance 0.545 · cross-district

#8 · Punecell 4900004058

distance 0.547 · cross-district

#9 · Kolhapurcell 4800001234

distance 0.553

#10 · Sindhudurgcell 4950001623

distance 0.561 · cross-district

#11 · Thanecell 4970001346

distance 0.567 · cross-district

#12 · Thanecell 4970001650

distance 0.567 · cross-district

#13 · Thanecell 4970000814

distance 0.571 · cross-district

#14 · Kolhapurcell 4800001068

distance 0.574

#15 · Thanecell 4970001363

distance 0.579 · cross-district

#16 · Thanecell 4970000150

distance 0.579 · cross-district

#17 · Chandrapurcell 4730009318

distance 0.585 · cross-district

#18 · Bhandaracell 4710001381

distance 0.589 · 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":4800001170}}}'

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.