Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000643

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.341

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005061

distance 0.341 · cross-district

#2 · Parbhanicell 4890000699

distance 0.376

#3 · Laturcell 4810001786

distance 0.396 · cross-district

#4 · Buldhanacell 4720001644

distance 0.412 · cross-district

#5 · Ahmednagarcell 4660011417

distance 0.414 · cross-district

#6 · Nashikcell 4870007389

distance 0.414 · cross-district

#7 · Washimcell 4990003026

distance 0.415 · cross-district

#8 · Jalnacell 4790004049

distance 0.417 · cross-district

#9 · Beedcell 4700003114

distance 0.422 · cross-district

#10 · Nagpurcell 4840003664

distance 0.422 · cross-district

#11 · Nagpurcell 4840003963

distance 0.431 · cross-district

#12 · Laturcell 4810000965

distance 0.433 · cross-district

#13 · Jalnacell 4790003963

distance 0.434 · cross-district

#14 · Kolhapurcell 4800004172

distance 0.438 · cross-district

#15 · Dharashivcell 4880003081

distance 0.446 · cross-district

#16 · Kolhapurcell 4800004169

distance 0.452 · cross-district

#17 · Laturcell 4810000901

distance 0.452 · cross-district

#18 · Buldhanacell 4720003020

distance 0.453 · 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":4890000643}}}'

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.