Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005463

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.081

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005468

distance 0.081

#2 · Jalnacell 4790002734

distance 0.101 · cross-district

#3 · Parbhanicell 4890005342

distance 0.108

#4 · Jalnacell 4790003753

distance 0.113 · cross-district

#5 · Jalnacell 4790003924

distance 0.114 · cross-district

#6 · Jalnacell 4790004169

distance 0.117 · cross-district

#7 · Jalnacell 4790003420

distance 0.125 · cross-district

#8 · Jalnacell 4790003751

distance 0.129 · cross-district

#9 · Parbhanicell 4890004419

distance 0.13

#10 · Parbhanicell 4890005271

distance 0.13

#11 · Jalnacell 4790003584

distance 0.131 · cross-district

#12 · Jalnacell 4790003153

distance 0.134 · cross-district

#13 · Jalnacell 4790002901

distance 0.135 · cross-district

#14 · Jalnacell 4790002825

distance 0.136 · cross-district

#15 · Jalnacell 4790003675

distance 0.136 · cross-district

#16 · Jalnacell 4790003150

distance 0.137 · cross-district

#17 · Parbhanicell 4890005466

distance 0.137

#18 · Buldhanacell 4720005169

distance 0.138 · 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":4890005463}}}'

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.