Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002798

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

0.256

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002800

distance 0.256

#2 · Beedcell 4700002228

distance 0.275 · cross-district

#3 · Beedcell 4700008472

distance 0.277 · cross-district

#4 · Beedcell 4700008969

distance 0.282 · cross-district

#5 · Jalnacell 4790000325

distance 0.296 · cross-district

#6 · Washimcell 4990002917

distance 0.298 · cross-district

#7 · Beedcell 4700008677

distance 0.304 · cross-district

#8 · Washimcell 4990002942

distance 0.313 · cross-district

#9 · Beedcell 4700008850

distance 0.321 · cross-district

#10 · Dharashivcell 4880000262

distance 0.328 · cross-district

#11 · Dhulecell 4740004597

distance 0.331 · cross-district

#12 · Nandedcell 4850007895

distance 0.331 · cross-district

#13 · Punecell 4900002801

distance 0.333 · cross-district

#14 · Beedcell 4700005246

distance 0.334 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690002481

distance 0.337 · cross-district

#16 · Jalgaoncell 4780007885

distance 0.338 · cross-district

#17 · Nandedcell 4850008695

distance 0.339 · cross-district

#18 · Beedcell 4700008809

distance 0.341 · 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":4890002798}}}'

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.