Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001385

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.294

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005473

distance 0.294 · cross-district

#2 · Ahmednagarcell 4660011282

distance 0.311 · cross-district

#3 · Dharashivcell 4880003279

distance 0.324 · cross-district

#4 · Nashikcell 4870006362

distance 0.34 · cross-district

#5 · Ahmednagarcell 4660008437

distance 0.34 · cross-district

#6 · Sanglicell 4930003673

distance 0.345 · cross-district

#7 · Parbhanicell 4890000953

distance 0.346

#8 · Dharashivcell 4880004418

distance 0.347 · cross-district

#9 · Ahmednagarcell 4660011118

distance 0.348 · cross-district

#10 · Nandedcell 4850004116

distance 0.349 · cross-district

#11 · Laturcell 4810002684

distance 0.353 · cross-district

#12 · Nandedcell 4850000641

distance 0.354 · cross-district

#13 · Jalnacell 4790002051

distance 0.355 · cross-district

#14 · Dharashivcell 4880005028

distance 0.356 · cross-district

#15 · Nandedcell 4850002709

distance 0.357 · cross-district

#16 · Parbhanicell 4890001387

distance 0.361

#17 · Ahmednagarcell 4660012364

distance 0.363 · cross-district

#18 · Nandedcell 4850004732

distance 0.364 · 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":4890001385}}}'

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.