Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000892

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005496

distance 0.211 · cross-district

#2 · Nandedcell 4850004928

distance 0.214 · cross-district

#3 · Laturcell 4810002917

distance 0.253 · cross-district

#4 · Nandedcell 4850004463

distance 0.262 · cross-district

#5 · Laturcell 4810000471

distance 0.271 · cross-district

#6 · Laturcell 4810002664

distance 0.29 · cross-district

#7 · Beedcell 4700005601

distance 0.292 · cross-district

#8 · Dharashivcell 4880004351

distance 0.293 · cross-district

#9 · Dhulecell 4740001577

distance 0.297 · cross-district

#10 · Ahmednagarcell 4660006787

distance 0.305 · cross-district

#11 · Jalnacell 4790004130

distance 0.306 · cross-district

#12 · Dharashivcell 4880004792

distance 0.306 · cross-district

#13 · Solapurcell 4960006311

distance 0.309 · cross-district

#14 · Laturcell 4810003316

distance 0.313 · cross-district

#15 · Beedcell 4700008061

distance 0.315 · cross-district

#16 · Nandedcell 4850004854

distance 0.315 · cross-district

#17 · Laturcell 4810002226

distance 0.316 · cross-district

#18 · Dharashivcell 4880002878

distance 0.317 · 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":4890000892}}}'

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.