Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001887

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.419

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008943

distance 0.419 · cross-district

#2 · Nandedcell 4850001941

distance 0.441 · cross-district

#3 · Chandrapurcell 4730002887

distance 0.461 · cross-district

#4 · Hingolicell 4770001337

distance 0.464 · cross-district

#5 · Nandedcell 4850006863

distance 0.469 · cross-district

#6 · Nandedcell 4850004069

distance 0.473 · cross-district

#7 · Nandedcell 4850001891

distance 0.475 · cross-district

#8 · Beedcell 4700006320

distance 0.475 · cross-district

#9 · Chandrapurcell 4730003298

distance 0.476 · cross-district

#10 · Chandrapurcell 4730003524

distance 0.478 · cross-district

#11 · Bhandaracell 4710000388

distance 0.48 · cross-district

#12 · Beedcell 4700008905

distance 0.481 · cross-district

#13 · Hingolicell 4770003962

distance 0.488 · cross-district

#14 · Chandrapurcell 4730003230

distance 0.494 · cross-district

#15 · Jalgaoncell 4780007448

distance 0.496 · cross-district

#16 · Buldhanacell 4720002272

distance 0.498 · cross-district

#17 · Chandrapurcell 4730004781

distance 0.498 · cross-district

#18 · Amravaticell 4680003891

distance 0.5 · 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":4890001887}}}'

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.