Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000228

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 7 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.308

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000213

distance 0.308 · cross-district

#2 · Dharashivcell 4880004793

distance 0.319 · cross-district

#3 · Laturcell 4810005447

distance 0.324 · cross-district

#4 · Ahmednagarcell 4660012487

distance 0.356 · cross-district

#5 · Ahmednagarcell 4660006197

distance 0.359 · cross-district

#6 · Ahmednagarcell 4660005776

distance 0.362 · cross-district

#7 · Solapurcell 4960005516

distance 0.366 · cross-district

#8 · Solapurcell 4960005002

distance 0.367 · cross-district

#9 · Ahmednagarcell 4660005098

distance 0.368 · cross-district

#10 · Sanglicell 4930005787

distance 0.38 · cross-district

#11 · Jalnacell 4790001715

distance 0.383 · cross-district

#12 · Laturcell 4810005426

distance 0.384 · cross-district

#13 · Dharashivcell 4880001147

distance 0.386 · cross-district

#14 · Solapurcell 4960006050

distance 0.386 · cross-district

#15 · Dharashivcell 4880002951

distance 0.388 · cross-district

#16 · Ahmednagarcell 4660000752

distance 0.39 · cross-district

#17 · Sanglicell 4930003895

distance 0.391 · cross-district

#18 · Wardhacell 4980000807

distance 0.396 · 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":4890000228}}}'

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.