Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000810

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810006040

distance 0.249 · cross-district

#2 · Dharashivcell 4880004522

distance 0.268 · cross-district

#3 · Ahmednagarcell 4660007545

distance 0.277 · cross-district

#4 · Parbhanicell 4890001066

distance 0.278

#5 · Ahmednagarcell 4660008588

distance 0.279 · cross-district

#6 · Nandedcell 4850006257

distance 0.279 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690007662

distance 0.281 · cross-district

#8 · Buldhanacell 4720001975

distance 0.291 · cross-district

#9 · Ahmednagarcell 4660011572

distance 0.292 · cross-district

#10 · Jalnacell 4790003640

distance 0.293 · cross-district

#11 · Nandedcell 4850003887

distance 0.293 · cross-district

#12 · Jalgaoncell 4780002817

distance 0.294 · cross-district

#13 · Washimcell 4990002017

distance 0.295 · cross-district

#14 · Jalnacell 4790002604

distance 0.302 · cross-district

#15 · Parbhanicell 4890000377

distance 0.303

#16 · Dharashivcell 4880004211

distance 0.306 · cross-district

#17 · Buldhanacell 4720000575

distance 0.306 · cross-district

#18 · Laturcell 4810000124

distance 0.307 · 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":4890000810}}}'

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.