Bhārata Strata · Maharashtra · Nashik · morphological twins

Places like cell 4870003127

The MH-36 locality cells most similar to this Nashik 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

0.29

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004328

distance 0.29 · cross-district

#2 · Punecell 4900004329

distance 0.303 · cross-district

#3 · Jalgaoncell 4780009779

distance 0.322 · cross-district

#4 · Punecell 4900003766

distance 0.331 · cross-district

#5 · Punecell 4900003628

distance 0.335 · cross-district

#6 · Akolacell 4670001608

distance 0.343 · cross-district

#7 · Punecell 4900002051

distance 0.344 · cross-district

#8 · Punecell 4900001899

distance 0.345 · cross-district

#9 · Punecell 4900004465

distance 0.35 · cross-district

#10 · Buldhanacell 4720007637

distance 0.351 · cross-district

#11 · Punecell 4900003767

distance 0.352 · cross-district

#12 · Punecell 4900002940

distance 0.353 · cross-district

#13 · Amravaticell 4680001142

distance 0.356 · cross-district

#14 · Punecell 4900002210

distance 0.356 · cross-district

#15 · Gadchirolicell 4750001670

distance 0.357 · cross-district

#16 · Sataracell 4940003484

distance 0.357 · cross-district

#17 · Solapurcell 4960009758

distance 0.357 · cross-district

#18 · Nandurbarcell 4860002492

distance 0.361 · 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":487,"cluster_id":4870003127}}}'

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.