Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660000430

The MH-36 locality cells most similar to this Ahmednagar 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

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660007920

distance 0.233

#2 · Sanglicell 4930003249

distance 0.272 · cross-district

#3 · Ahmednagarcell 4660002532

distance 0.284

#4 · Dharashivcell 4880001868

distance 0.289 · cross-district

#5 · Nashikcell 4870010200

distance 0.327 · cross-district

#6 · Nandedcell 4850004861

distance 0.329 · cross-district

#7 · Ahmednagarcell 4660012818

distance 0.34

#8 · Jalnacell 4790002968

distance 0.351 · cross-district

#9 · Punecell 4900004308

distance 0.367 · cross-district

#10 · Sanglicell 4930005954

distance 0.371 · cross-district

#11 · Ahmednagarcell 4660003306

distance 0.371

#12 · Dharashivcell 4880000373

distance 0.377 · cross-district

#13 · Sanglicell 4930004559

distance 0.386 · cross-district

#14 · Ahmednagarcell 4660000358

distance 0.386

#15 · Parbhanicell 4890005399

distance 0.39 · cross-district

#16 · Sanglicell 4930006090

distance 0.393 · cross-district

#17 · Dharashivcell 4880004239

distance 0.396 · cross-district

#18 · Sataracell 4940003716

distance 0.402 · 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":466,"cluster_id":4660000430}}}'

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.