Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005291

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.303

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680008445

distance 0.303 · cross-district

#2 · Gondiacell 4760002046

distance 0.308 · cross-district

#3 · Amravaticell 4680008110

distance 0.321 · cross-district

#4 · Nagpurcell 4840003945

distance 0.323 · cross-district

#5 · Akolacell 4670004361

distance 0.324 · cross-district

#6 · Buldhanacell 4720003156

distance 0.325 · cross-district

#7 · Gondiacell 4760004345

distance 0.326 · cross-district

#8 · Nagpurcell 4840005177

distance 0.33 · cross-district

#9 · Gondiacell 4760002089

distance 0.335 · cross-district

#10 · Nagpurcell 4840004559

distance 0.338 · cross-district

#11 · Gondiacell 4760002180

distance 0.34 · cross-district

#12 · Jalgaoncell 4780006668

distance 0.341 · cross-district

#13 · Gondiacell 4760002183

distance 0.35 · cross-district

#14 · Jalgaoncell 4780005214

distance 0.351 · cross-district

#15 · Bhandaracell 4710002588

distance 0.355 · cross-district

#16 · Gondiacell 4760002054

distance 0.357 · cross-district

#17 · Nagpurcell 4840001566

distance 0.358 · cross-district

#18 · Gondiacell 4760002134

distance 0.36 · 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":4890005291}}}'

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.