Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000587

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

0.351

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001324

distance 0.351 · cross-district

#2 · Dhulecell 4740000974

distance 0.389 · cross-district

#3 · Beedcell 4700008568

distance 0.392 · cross-district

#4 · Dharashivcell 4880000048

distance 0.398 · cross-district

#5 · Nagpurcell 4840004389

distance 0.413 · cross-district

#6 · Beedcell 4700003117

distance 0.426 · cross-district

#7 · Jalnacell 4790001793

distance 0.43 · cross-district

#8 · Wardhacell 4980000809

distance 0.431 · cross-district

#9 · Nandedcell 4850004934

distance 0.434 · cross-district

#10 · Buldhanacell 4720006990

distance 0.447 · cross-district

#11 · Amravaticell 4680004001

distance 0.451 · cross-district

#12 · Laturcell 4810003422

distance 0.465 · cross-district

#13 · Dharashivcell 4880002034

distance 0.466 · cross-district

#14 · Nandedcell 4850004536

distance 0.468 · cross-district

#15 · Kolhapurcell 4800004691

distance 0.471 · cross-district

#16 · Dharashivcell 4880004872

distance 0.471 · cross-district

#17 · Nagpurcell 4840005087

distance 0.472 · cross-district

#18 · Chandrapurcell 4730003246

distance 0.476 · 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":4890000587}}}'

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.