Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001625

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.514

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960011060

distance 0.514 · cross-district

#2 · Solapurcell 4960003154

distance 0.53 · cross-district

#3 · Dharashivcell 4880000664

distance 0.549 · cross-district

#4 · Nashikcell 4870006473

distance 0.578 · cross-district

#5 · Dharashivcell 4880000373

distance 0.58 · cross-district

#6 · Sataracell 4940003716

distance 0.58 · cross-district

#7 · Beedcell 4700008891

distance 0.583 · cross-district

#8 · Solapurcell 4960011446

distance 0.586 · cross-district

#9 · Ahmednagarcell 4660001504

distance 0.59 · cross-district

#10 · Ahmednagarcell 4660011280

distance 0.591 · cross-district

#11 · Beedcell 4700008214

distance 0.6 · cross-district

#12 · Beedcell 4700001561

distance 0.6 · cross-district

#13 · Sataracell 4940001721

distance 0.604 · cross-district

#14 · Ahmednagarcell 4660002436

distance 0.608 · cross-district

#15 · Punecell 4900009616

distance 0.611 · cross-district

#16 · Nandedcell 4850004862

distance 0.617 · cross-district

#17 · Ahmednagarcell 4660007920

distance 0.619 · cross-district

#18 · Nandedcell 4850008660

distance 0.619 · 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":4890001625}}}'

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.