Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000695

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660009789

distance 0.244 · cross-district

#2 · Ahmednagarcell 4660009790

distance 0.251 · cross-district

#3 · Nandedcell 4850004856

distance 0.26 · cross-district

#4 · Jalnacell 4790002684

distance 0.267 · cross-district

#5 · Kolhapurcell 4800005831

distance 0.289 · cross-district

#6 · Ahmednagarcell 4660011276

distance 0.29 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690006418

distance 0.291 · cross-district

#8 · Sanglicell 4930001092

distance 0.295 · cross-district

#9 · Beedcell 4700002530

distance 0.298 · cross-district

#10 · Ahmednagarcell 4660013798

distance 0.299 · cross-district

#11 · Dhulecell 4740001046

distance 0.3 · cross-district

#12 · Dhulecell 4740001151

distance 0.3 · cross-district

#13 · Jalnacell 4790004615

distance 0.301 · cross-district

#14 · Sanglicell 4930002117

distance 0.301 · cross-district

#15 · Ahmednagarcell 4660012370

distance 0.302 · cross-district

#16 · Ahmednagarcell 4660013903

distance 0.302 · cross-district

#17 · Ahmednagarcell 4660011112

distance 0.305 · cross-district

#18 · Ahmednagarcell 4660011750

distance 0.307 · 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":4890000695}}}'

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.