Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001545

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.256

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660010624

distance 0.256 · cross-district

#2 · Ahmednagarcell 4660011280

distance 0.361 · cross-district

#3 · Jalgaoncell 4780007922

distance 0.376 · cross-district

#4 · Sanglicell 4930006090

distance 0.384 · cross-district

#5 · Parbhanicell 4890000806

distance 0.395

#6 · Ahmednagarcell 4660012818

distance 0.409 · cross-district

#7 · Nandedcell 4850004861

distance 0.41 · cross-district

#8 · Ahmednagarcell 4660013184

distance 0.416 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690005669

distance 0.419 · cross-district

#10 · Dharashivcell 4880004239

distance 0.42 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690002572

distance 0.444 · cross-district

#12 · Jalnacell 4790001652

distance 0.445 · cross-district

#13 · Beedcell 4700006696

distance 0.445 · cross-district

#14 · Nandedcell 4850005043

distance 0.447 · cross-district

#15 · Nandedcell 4850004641

distance 0.457 · cross-district

#16 · Nashikcell 4870006254

distance 0.459 · cross-district

#17 · Ahmednagarcell 4660003306

distance 0.464 · cross-district

#18 · Yavatmalcell 5000007253

distance 0.471 · 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":4890001545}}}'

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.