Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000862

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780001789

distance 0.263 · cross-district

#2 · Parbhanicell 4890000754

distance 0.275

#3 · Parbhanicell 4890000756

distance 0.285

#4 · Jalgaoncell 4780001888

distance 0.287 · cross-district

#5 · Gadchirolicell 4750011946

distance 0.29 · cross-district

#6 · Jalgaoncell 4780001886

distance 0.304 · cross-district

#7 · Chandrapurcell 4730007228

distance 0.328 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690008578

distance 0.329 · cross-district

#9 · Jalgaoncell 4780001894

distance 0.329 · cross-district

#10 · Jalgaoncell 4780001566

distance 0.33 · cross-district

#11 · Laturcell 4810005667

distance 0.333 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690001922

distance 0.336 · cross-district

#13 · Sanglicell 4930002179

distance 0.336 · cross-district

#14 · Jalgaoncell 4780002314

distance 0.341 · cross-district

#15 · Laturcell 4810005956

distance 0.345 · cross-district

#16 · Ahmednagarcell 4660010133

distance 0.347 · cross-district

#17 · Parbhanicell 4890000874

distance 0.348

#18 · Chandrapurcell 4730009622

distance 0.35 · 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":4890000862}}}'

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.