Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660004474

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.269

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900011810

distance 0.269 · cross-district

#2 · Punecell 4900003832

distance 0.284 · cross-district

#3 · Ahmednagarcell 4660003724

distance 0.289

#4 · Ahmednagarcell 4660003723

distance 0.294

#5 · Punecell 4900010631

distance 0.301 · cross-district

#6 · Sataracell 4940007230

distance 0.304 · cross-district

#7 · Punecell 4900002252

distance 0.305 · cross-district

#8 · Sataracell 4940008960

distance 0.306 · cross-district

#9 · Punecell 4900012011

distance 0.308 · cross-district

#10 · Ahmednagarcell 4660003782

distance 0.308

#11 · Ahmednagarcell 4660003609

distance 0.309

#12 · Ahmednagarcell 4660003842

distance 0.31

#13 · Punecell 4900006633

distance 0.312 · cross-district

#14 · Ahmednagarcell 4660003666

distance 0.312

#15 · Ahmednagarcell 4660004386

distance 0.313

#16 · Sataracell 4940007654

distance 0.317 · cross-district

#17 · Punecell 4900002408

distance 0.318 · cross-district

#18 · Ahmednagarcell 4660005423

distance 0.319

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":4660004474}}}'

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.