Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000264

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.283

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990002834

distance 0.283 · cross-district

#2 · Parbhanicell 4890002300

distance 0.283

#3 · Ahmednagarcell 4660005714

distance 0.289 · cross-district

#4 · Laturcell 4810004442

distance 0.29 · cross-district

#5 · Akolacell 4670000061

distance 0.292 · cross-district

#6 · Nandedcell 4850001372

distance 0.297 · cross-district

#7 · Parbhanicell 4890000575

distance 0.302

#8 · Laturcell 4810004834

distance 0.306 · cross-district

#9 · Parbhanicell 4890000693

distance 0.31

#10 · Nandedcell 4850008545

distance 0.315 · cross-district

#11 · Dhulecell 4740002180

distance 0.315 · cross-district

#12 · Buldhanacell 4720003052

distance 0.316 · cross-district

#13 · Beedcell 4700008868

distance 0.316 · cross-district

#14 · Parbhanicell 4890001442

distance 0.317

#15 · Washimcell 4990003320

distance 0.319 · cross-district

#16 · Jalgaoncell 4780009417

distance 0.32 · cross-district

#17 · Jalnacell 4790004446

distance 0.321 · cross-district

#18 · Nandedcell 4850002181

distance 0.322 · 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":4890000264}}}'

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.