Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000876

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.257

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000592

distance 0.257

#2 · Parbhanicell 4890000645

distance 0.277

#3 · Parbhanicell 4890000487

distance 0.284

#4 · Yavatmalcell 5000011612

distance 0.288 · cross-district

#5 · Parbhanicell 4890000651

distance 0.3

#6 · Jalgaoncell 4780001788

distance 0.304 · cross-district

#7 · Ahmednagarcell 4660008444

distance 0.305 · cross-district

#8 · Jalgaoncell 4780002907

distance 0.308 · cross-district

#9 · Laturcell 4810006009

distance 0.312 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690008275

distance 0.314 · cross-district

#11 · Jalgaoncell 4780003773

distance 0.314 · cross-district

#12 · Ahmednagarcell 4660006953

distance 0.314 · cross-district

#13 · Ahmednagarcell 4660007843

distance 0.317 · cross-district

#14 · Jalgaoncell 4780002515

distance 0.317 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690007600

distance 0.318 · cross-district

#16 · Laturcell 4810004813

distance 0.319 · cross-district

#17 · Jalgaoncell 4780000943

distance 0.321 · cross-district

#18 · Parbhanicell 4890000930

distance 0.321

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":4890000876}}}'

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.