Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000806

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

0.354

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960005609

distance 0.354 · cross-district

#2 · Beedcell 4700008891

distance 0.36 · cross-district

#3 · Buldhanacell 4720000338

distance 0.386 · cross-district

#4 · Nandedcell 4850008618

distance 0.394 · cross-district

#5 · Parbhanicell 4890001545

distance 0.395

#6 · Chhatrapati Sambhajinagarcell 4690002572

distance 0.409 · cross-district

#7 · Parbhanicell 4890001494

distance 0.447

#8 · Ahmednagarcell 4660013184

distance 0.452 · cross-district

#9 · Jalgaoncell 4780000672

distance 0.454 · cross-district

#10 · Ahmednagarcell 4660000709

distance 0.458 · cross-district

#11 · Nandedcell 4850009061

distance 0.458 · cross-district

#12 · Yavatmalcell 5000001778

distance 0.46 · cross-district

#13 · Nandedcell 4850009062

distance 0.461 · cross-district

#14 · Beedcell 4700008214

distance 0.467 · cross-district

#15 · Nandedcell 4850004641

distance 0.47 · cross-district

#16 · Sanglicell 4930006090

distance 0.47 · cross-district

#17 · Ahmednagarcell 4660010624

distance 0.471 · cross-district

#18 · Ahmednagarcell 4660004456

distance 0.477 · 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":4890000806}}}'

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.