Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002067

The MH-36 locality cells most similar to this Hingoli 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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001938

distance 0.147

#2 · Hingolicell 4770002715

distance 0.216

#3 · Akolacell 4670001535

distance 0.222 · cross-district

#4 · Hingolicell 4770001868

distance 0.225

#5 · Hingolicell 4770003487

distance 0.225

#6 · Hingolicell 4770002051

distance 0.225

#7 · Akolacell 4670002525

distance 0.233 · cross-district

#8 · Hingolicell 4770003198

distance 0.236

#9 · Hingolicell 4770002447

distance 0.242

#10 · Amravaticell 4680007257

distance 0.248 · cross-district

#11 · Hingolicell 4770002242

distance 0.25

#12 · Hingolicell 4770000421

distance 0.251

#13 · Buldhanacell 4720003767

distance 0.254 · cross-district

#14 · Hingolicell 4770001282

distance 0.255

#15 · Hingolicell 4770000637

distance 0.255

#16 · Buldhanacell 4720003612

distance 0.257 · cross-district

#17 · Akolacell 4670002431

distance 0.259 · cross-district

#18 · Akolacell 4670002610

distance 0.259 · 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":477,"cluster_id":4770002067}}}'

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.