Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002650

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003378

distance 0.178

#2 · Ahmednagarcell 4660001115

distance 0.187 · cross-district

#3 · Beedcell 4700007458

distance 0.189 · cross-district

#4 · Parbhanicell 4890001638

distance 0.19

#5 · Solapurcell 4960005020

distance 0.191 · cross-district

#6 · Dharashivcell 4880000081

distance 0.191 · cross-district

#7 · Ahmednagarcell 4660010593

distance 0.199 · cross-district

#8 · Beedcell 4700003672

distance 0.199 · cross-district

#9 · Solapurcell 4960002575

distance 0.199 · cross-district

#10 · Ahmednagarcell 4660010119

distance 0.2 · cross-district

#11 · Ahmednagarcell 4660008957

distance 0.201 · cross-district

#12 · Beedcell 4700007036

distance 0.201 · cross-district

#13 · Washimcell 4990000448

distance 0.202 · cross-district

#14 · Ahmednagarcell 4660001298

distance 0.203 · cross-district

#15 · Beedcell 4700003499

distance 0.203 · cross-district

#16 · Beedcell 4700008462

distance 0.204 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001497

distance 0.204 · cross-district

#18 · Ahmednagarcell 4660010943

distance 0.205 · 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":4890002650}}}'

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.