Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005376

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.262

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780005500

distance 0.262 · cross-district

#2 · Gondiacell 4760002430

distance 0.292 · cross-district

#3 · Sataracell 4940002300

distance 0.294 · cross-district

#4 · Parbhanicell 4890005292

distance 0.304

#5 · Jalnacell 4790003524

distance 0.305 · cross-district

#6 · Amravaticell 4680006000

distance 0.308 · cross-district

#7 · Sanglicell 4930006880

distance 0.31 · cross-district

#8 · Sanglicell 4930006153

distance 0.311 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690003094

distance 0.32 · cross-district

#10 · Punecell 4900005384

distance 0.323 · cross-district

#11 · Jalgaoncell 4780006687

distance 0.329 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690001372

distance 0.332 · cross-district

#13 · Amravaticell 4680003282

distance 0.337 · cross-district

#14 · Buldhanacell 4720007784

distance 0.337 · cross-district

#15 · Ahmednagarcell 4660002785

distance 0.339 · cross-district

#16 · Bhandaracell 4710003466

distance 0.339 · cross-district

#17 · Bhandaracell 4710002521

distance 0.341 · cross-district

#18 · Gondiacell 4760002150

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":4890005376}}}'

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.