Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001707

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 13 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.305

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002884

distance 0.305 · cross-district

#2 · Nagpurcell 4840003848

distance 0.326 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690000375

distance 0.332 · cross-district

#4 · Ahmednagarcell 4660009645

distance 0.335 · cross-district

#5 · Nandedcell 4850004733

distance 0.352 · cross-district

#6 · Chandrapurcell 4730002652

distance 0.356 · cross-district

#7 · Dharashivcell 4880001066

distance 0.364 · cross-district

#8 · Kolhapurcell 4800003867

distance 0.364 · cross-district

#9 · Akolacell 4670001401

distance 0.369 · cross-district

#10 · Nagpurcell 4840003143

distance 0.382 · cross-district

#11 · Bhandaracell 4710001526

distance 0.383 · cross-district

#12 · Amravaticell 4680003983

distance 0.393 · cross-district

#13 · Akolacell 4670003279

distance 0.399 · cross-district

#14 · Kolhapurcell 4800004090

distance 0.401 · cross-district

#15 · Nandurbarcell 4860000786

distance 0.403 · cross-district

#16 · Jalgaoncell 4780006519

distance 0.404 · cross-district

#17 · Ahmednagarcell 4660013032

distance 0.404 · cross-district

#18 · Punecell 4900006178

distance 0.407 · 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":4890001707}}}'

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.