Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660012866

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.324

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008308

distance 0.324 · cross-district

#2 · Buldhanacell 4720004156

distance 0.36 · cross-district

#3 · Nashikcell 4870010292

distance 0.402 · cross-district

#4 · Sataracell 4940008309

distance 0.409 · cross-district

#5 · Punecell 4900007248

distance 0.421 · cross-district

#6 · Washimcell 4990000703

distance 0.424 · cross-district

#7 · Punecell 4900007030

distance 0.446 · cross-district

#8 · Ahmednagarcell 4660012739

distance 0.447

#9 · Punecell 4900006025

distance 0.447 · cross-district

#10 · Sataracell 4940004600

distance 0.454 · cross-district

#11 · Punecell 4900007010

distance 0.454 · cross-district

#12 · Sataracell 4940004881

distance 0.457 · cross-district

#13 · Sataracell 4940001994

distance 0.458 · cross-district

#14 · Ahmednagarcell 4660011308

distance 0.46

#15 · Laturcell 4810003155

distance 0.461 · cross-district

#16 · Punecell 4900002623

distance 0.467 · cross-district

#17 · Jalgaoncell 4780004484

distance 0.473 · cross-district

#18 · Jalnacell 4790000374

distance 0.474 · 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":4660012866}}}'

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.