Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004769

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.411

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004691

distance 0.411

#2 · Kolhapurcell 4800004425

distance 0.505

#3 · Parbhanicell 4890002844

distance 0.505 · cross-district

#4 · Nagpurcell 4840001685

distance 0.515 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690002585

distance 0.526 · cross-district

#6 · Jalgaoncell 4780005467

distance 0.529 · cross-district

#7 · Jalgaoncell 4780008206

distance 0.532 · cross-district

#8 · Jalnacell 4790001998

distance 0.538 · cross-district

#9 · Akolacell 4670001776

distance 0.552 · cross-district

#10 · Amravaticell 4680001485

distance 0.557 · cross-district

#11 · Sanglicell 4930000390

distance 0.56 · cross-district

#12 · Yavatmalcell 5000002786

distance 0.561 · cross-district

#13 · Amravaticell 4680002155

distance 0.562 · cross-district

#14 · Jalgaoncell 4780007856

distance 0.562 · cross-district

#15 · Chandrapurcell 4730004605

distance 0.567 · cross-district

#16 · Yavatmalcell 5000009660

distance 0.568 · cross-district

#17 · Akolacell 4670002004

distance 0.571 · cross-district

#18 · Akolacell 4670002227

distance 0.573 · 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":4800004769}}}'

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.