Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001440

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001045

distance 0.227

#2 · Amravaticell 4680000450

distance 0.316 · cross-district

#3 · Parbhanicell 4890000420

distance 0.327

#4 · Beedcell 4700000611

distance 0.331 · cross-district

#5 · Ahmednagarcell 4660009283

distance 0.333 · cross-district

#6 · Laturcell 4810006095

distance 0.333 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690007483

distance 0.336 · cross-district

#8 · Ahmednagarcell 4660007834

distance 0.337 · cross-district

#9 · Wardhacell 4980002949

distance 0.342 · cross-district

#10 · Yavatmalcell 5000011671

distance 0.343 · cross-district

#11 · Wardhacell 4980003003

distance 0.345 · cross-district

#12 · Jalgaoncell 4780001373

distance 0.347 · cross-district

#13 · Jalgaoncell 4780002412

distance 0.348 · cross-district

#14 · Ahmednagarcell 4660011437

distance 0.348 · cross-district

#15 · Ahmednagarcell 4660010454

distance 0.35 · cross-district

#16 · Ahmednagarcell 4660007530

distance 0.35 · cross-district

#17 · Laturcell 4810005845

distance 0.352 · cross-district

#18 · Parbhanicell 4890002517

distance 0.352

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":4890001440}}}'

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.