Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004039

The MH-36 locality cells most similar to this Parbhani 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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.097

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000633

distance 0.097 · cross-district

#2 · Hingolicell 4770000682

distance 0.103 · cross-district

#3 · Hingolicell 4770000592

distance 0.133 · cross-district

#4 · Hingolicell 4770000750

distance 0.135 · cross-district

#5 · Hingolicell 4770000982

distance 0.149 · cross-district

#6 · Hingolicell 4770001632

distance 0.151 · cross-district

#7 · Hingolicell 4770000745

distance 0.154 · cross-district

#8 · Hingolicell 4770000585

distance 0.157 · cross-district

#9 · Hingolicell 4770000686

distance 0.16 · cross-district

#10 · Hingolicell 4770000430

distance 0.161 · cross-district

#11 · Hingolicell 4770000735

distance 0.163 · cross-district

#12 · Hingolicell 4770000528

distance 0.164 · cross-district

#13 · Hingolicell 4770000870

distance 0.164 · cross-district

#14 · Hingolicell 4770000860

distance 0.168 · cross-district

#15 · Hingolicell 4770000806

distance 0.168 · cross-district

#16 · Hingolicell 4770000639

distance 0.174 · cross-district

#17 · Hingolicell 4770000420

distance 0.175 · cross-district

#18 · Hingolicell 4770000796

distance 0.176 · 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":489,"cluster_id":4890004039}}}'

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.