Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004169

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

0.33

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720005610

distance 0.33 · cross-district

#2 · Wardhacell 4980000881

distance 0.361 · cross-district

#3 · Akolacell 4670001181

distance 0.375 · cross-district

#4 · Jalgaoncell 4780005340

distance 0.405 · cross-district

#5 · Ahmednagarcell 4660014336

distance 0.417 · cross-district

#6 · Nashikcell 4870010585

distance 0.425 · cross-district

#7 · Buldhanacell 4720005900

distance 0.43 · cross-district

#8 · Washimcell 4990002459

distance 0.434 · cross-district

#9 · Punecell 4900004988

distance 0.435 · cross-district

#10 · Buldhanacell 4720003417

distance 0.437 · cross-district

#11 · Wardhacell 4980002381

distance 0.438 · cross-district

#12 · Laturcell 4810000966

distance 0.442 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000417

distance 0.449 · cross-district

#14 · Buldhanacell 4720006798

distance 0.45 · cross-district

#15 · Akolacell 4670004198

distance 0.454 · cross-district

#16 · Jalgaoncell 4780004695

distance 0.456 · cross-district

#17 · Ahmednagarcell 4660003980

distance 0.458 · cross-district

#18 · Amravaticell 4680000416

distance 0.46 · 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":4890004169}}}'

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.