Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002934

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.569

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002845

distance 0.569

#2 · Amravaticell 4680002582

distance 0.576 · cross-district

#3 · Dhulecell 4740001182

distance 0.584 · cross-district

#4 · Wardhacell 4980002486

distance 0.591 · cross-district

#5 · Akolacell 4670001844

distance 0.651 · cross-district

#6 · Nashikcell 4870010976

distance 0.677 · cross-district

#7 · Nashikcell 4870010972

distance 0.701 · cross-district

#8 · Nashikcell 4870010846

distance 0.705 · cross-district

#9 · Wardhacell 4980002634

distance 0.735 · cross-district

#10 · Nashikcell 4870010714

distance 0.811 · cross-district

#11 · Kolhapurcell 4800004615

distance 0.817 · cross-district

#12 · Amravaticell 4680002786

distance 0.818 · cross-district

#13 · Chandrapurcell 4730002575

distance 0.847 · cross-district

#14 · Jalgaoncell 4780005605

distance 0.862 · cross-district

#15 · Akolacell 4670002228

distance 0.865 · cross-district

#16 · Chandrapurcell 4730003387

distance 0.867 · cross-district

#17 · Amravaticell 4680006770

distance 0.893 · cross-district

#18 · Dhulecell 4740001390

distance 0.895 · 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":4890002934}}}'

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.