Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000698

The MH-36 locality cells most similar to this Parbhani 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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.424

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690000375

distance 0.424 · cross-district

#2 · Kolhapurcell 4800003868

distance 0.446 · cross-district

#3 · Nandedcell 4850001376

distance 0.452 · cross-district

#4 · Solapurcell 4960005003

distance 0.457 · cross-district

#5 · Nandedcell 4850001977

distance 0.458 · cross-district

#6 · Yavatmalcell 5000006134

distance 0.471 · cross-district

#7 · Jalgaoncell 4780005742

distance 0.476 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690002989

distance 0.488 · cross-district

#9 · Parbhanicell 4890000644

distance 0.492

#10 · Chhatrapati Sambhajinagarcell 4690000416

distance 0.497 · cross-district

#11 · Laturcell 4810004851

distance 0.497 · cross-district

#12 · Sanglicell 4930003729

distance 0.506 · cross-district

#13 · Laturcell 4810005631

distance 0.509 · cross-district

#14 · Nandedcell 4850002231

distance 0.517 · cross-district

#15 · Beedcell 4700005548

distance 0.517 · cross-district

#16 · Buldhanacell 4720006929

distance 0.518 · cross-district

#17 · Beedcell 4700000797

distance 0.521 · cross-district

#18 · Laturcell 4810005888

distance 0.524 · 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":489,"cluster_id":4890000698}}}'

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.