Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005432

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

0.252

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000328

distance 0.252 · cross-district

#2 · Buldhanacell 4720005228

distance 0.273 · cross-district

#3 · Nandedcell 4850000454

distance 0.276 · cross-district

#4 · Nandedcell 4850000963

distance 0.284 · cross-district

#5 · Buldhanacell 4720004025

distance 0.288 · cross-district

#6 · Buldhanacell 4720006797

distance 0.288 · cross-district

#7 · Jalnacell 4790004021

distance 0.299 · cross-district

#8 · Nagpurcell 4840005852

distance 0.303 · cross-district

#9 · Yavatmalcell 5000006794

distance 0.308 · cross-district

#10 · Jalnacell 4790000766

distance 0.308 · cross-district

#11 · Akolacell 4670003315

distance 0.309 · cross-district

#12 · Yavatmalcell 5000001773

distance 0.312 · cross-district

#13 · Akolacell 4670004197

distance 0.313 · cross-district

#14 · Nagpurcell 4840007304

distance 0.313 · cross-district

#15 · Bhandaracell 4710001781

distance 0.315 · cross-district

#16 · Jalnacell 4790000826

distance 0.315 · cross-district

#17 · Jalnacell 4790006593

distance 0.316 · cross-district

#18 · Buldhanacell 4720005351

distance 0.321 · 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":4890005432}}}'

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.