Bhārata Strata · Maharashtra · Ahmednagar · morphological twins

Places like cell 4660004721

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.301

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009814

distance 0.301 · cross-district

#2 · Punecell 4900010104

distance 0.308 · cross-district

#3 · Punecell 4900009813

distance 0.319 · cross-district

#4 · Sataracell 4940007855

distance 0.336 · cross-district

#5 · Ahmednagarcell 4660004016

distance 0.347

#6 · Sataracell 4940007760

distance 0.35 · cross-district

#7 · Punecell 4900008732

distance 0.354 · cross-district

#8 · Punecell 4900010635

distance 0.362 · cross-district

#9 · Punecell 4900008849

distance 0.362 · cross-district

#10 · Punecell 4900006022

distance 0.372 · cross-district

#11 · Punecell 4900009293

distance 0.373 · cross-district

#12 · Punecell 4900006143

distance 0.375 · cross-district

#13 · Punecell 4900010348

distance 0.382 · cross-district

#14 · Punecell 4900008955

distance 0.382 · cross-district

#15 · Ahmednagarcell 4660003957

distance 0.383

#16 · Punecell 4900008835

distance 0.394 · cross-district

#17 · Ahmednagarcell 4660006386

distance 0.395

#18 · Punecell 4900001946

distance 0.395 · 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":4660004721}}}'

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.