Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000461

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000146

distance 0.233 · cross-district

#2 · Beedcell 4700007967

distance 0.244 · cross-district

#3 · Ahmednagarcell 4660007251

distance 0.272 · cross-district

#4 · Ahmednagarcell 4660005993

distance 0.284 · cross-district

#5 · Buldhanacell 4720000431

distance 0.285 · cross-district

#6 · Ahmednagarcell 4660008770

distance 0.286 · cross-district

#7 · Washimcell 4990002088

distance 0.291 · cross-district

#8 · Buldhanacell 4720000230

distance 0.295 · cross-district

#9 · Ahmednagarcell 4660008622

distance 0.296 · cross-district

#10 · Buldhanacell 4720002215

distance 0.296 · cross-district

#11 · Nandedcell 4850003610

distance 0.297 · cross-district

#12 · Ahmednagarcell 4660005958

distance 0.302 · cross-district

#13 · Solapurcell 4960006459

distance 0.302 · cross-district

#14 · Beedcell 4700008748

distance 0.304 · cross-district

#15 · Buldhanacell 4720002457

distance 0.308 · cross-district

#16 · Nandedcell 4850003008

distance 0.309 · cross-district

#17 · Solapurcell 4960006830

distance 0.31 · cross-district

#18 · Solapurcell 4960000997

distance 0.313 · 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":4890000461}}}'

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.