Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000865

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000867

distance 0.161

#2 · Jalgaoncell 4780000729

distance 0.239 · cross-district

#3 · Jalgaoncell 4780001586

distance 0.245 · cross-district

#4 · Jalgaoncell 4780000720

distance 0.246 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690007342

distance 0.248 · cross-district

#6 · Jalgaoncell 4780001876

distance 0.251 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690008580

distance 0.258 · cross-district

#8 · Jalgaoncell 4780001071

distance 0.263 · cross-district

#9 · Parbhanicell 4890000492

distance 0.264

#10 · Jalgaoncell 4780000680

distance 0.264 · cross-district

#11 · Chandrapurcell 4730005854

distance 0.265 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690008465

distance 0.265 · cross-district

#13 · Jalgaoncell 4780000465

distance 0.268 · cross-district

#14 · Jalgaoncell 4780001985

distance 0.27 · cross-district

#15 · Jalgaoncell 4780001880

distance 0.273 · cross-district

#16 · Jalgaoncell 4780002810

distance 0.276 · cross-district

#17 · Jalgaoncell 4780002803

distance 0.278 · cross-district

#18 · Chandrapurcell 4730006883

distance 0.278 · 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":4890000865}}}'

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.