Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000644

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.292

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780001884

distance 0.292 · cross-district

#2 · Laturcell 4810005497

distance 0.331 · cross-district

#3 · Jalgaoncell 4780001691

distance 0.333 · cross-district

#4 · Beedcell 4700005300

distance 0.337 · cross-district

#5 · Ahmednagarcell 4660011731

distance 0.342 · cross-district

#6 · Laturcell 4810005631

distance 0.342 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690000416

distance 0.351 · cross-district

#8 · Jalnacell 4790001126

distance 0.354 · cross-district

#9 · Beedcell 4700001917

distance 0.355 · cross-district

#10 · Nandedcell 4850002054

distance 0.361 · cross-district

#11 · Ahmednagarcell 4660006207

distance 0.361 · cross-district

#12 · Laturcell 4810005903

distance 0.363 · cross-district

#13 · Beedcell 4700008567

distance 0.364 · cross-district

#14 · Dharashivcell 4880002348

distance 0.372 · cross-district

#15 · Jalgaoncell 4780006238

distance 0.374 · cross-district

#16 · Sanglicell 4930000822

distance 0.377 · cross-district

#17 · Ahmednagarcell 4660012789

distance 0.378 · cross-district

#18 · Yavatmalcell 5000010133

distance 0.38 · 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":4890000644}}}'

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.