Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001107

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

0.373

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001066

distance 0.373

#2 · Sindhudurgcell 4950001169

distance 0.384 · cross-district

#3 · Kolhapurcell 4800001067

distance 0.431

#4 · Kolhapurcell 4800001055

distance 0.441

#5 · Kolhapurcell 4800000298

distance 0.455

#6 · Sindhudurgcell 4950001168

distance 0.496 · cross-district

#7 · Punecell 4900004343

distance 0.515 · cross-district

#8 · Punecell 4900004748

distance 0.516 · cross-district

#9 · Punecell 4900004342

distance 0.521 · cross-district

#10 · Kolhapurcell 4800002235

distance 0.522

#11 · Kolhapurcell 4800001233

distance 0.551

#12 · Punecell 4900004203

distance 0.555 · cross-district

#13 · Punecell 4900004612

distance 0.556 · cross-district

#14 · Punecell 4900004341

distance 0.556 · cross-district

#15 · Thanecell 4970001009

distance 0.56 · cross-district

#16 · Kolhapurcell 4800001232

distance 0.563

#17 · Punecell 4900004474

distance 0.564 · cross-district

#18 · Punecell 4900003509

distance 0.567 · 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":4800001107}}}'

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.